From 89698a97eff0b303982753a3c0f52e7877cfddf0 Mon Sep 17 00:00:00 2001 From: Sanjay Kariyappa Date: Tue, 11 Nov 2025 14:32:25 -0800 Subject: [PATCH 1/3] add calendar env for multi-turn IF Signed-off-by: Sanjay Kariyappa --- README.md | 1 + resources_servers/calendar/README.md | 210 ++++++ resources_servers/calendar/app.py | 61 ++ resources_servers/calendar/client.py | 353 +++++++++ .../calendar/configs/calendar.yaml | 36 + .../calendar/create_synth_conversations.py | 699 ++++++++++++++++++ resources_servers/calendar/data/.gitignore | 5 + resources_servers/calendar/data/example.jsonl | 5 + .../calendar/data/example_rollouts.jsonl | 5 + .../calendar/dataset_preprocess.py | 76 ++ .../calendar/generate_rollouts.py | 127 ++++ resources_servers/calendar/prompts.py | 76 ++ resources_servers/calendar/requirements.txt | 2 + resources_servers/calendar/tests/README.md | 166 +++++ resources_servers/calendar/tests/test_app.py | 495 +++++++++++++ resources_servers/calendar/utils.py | 194 +++++ 16 files changed, 2511 insertions(+) create mode 100644 resources_servers/calendar/README.md create mode 100644 resources_servers/calendar/app.py create mode 100644 resources_servers/calendar/client.py create mode 100644 resources_servers/calendar/configs/calendar.yaml create mode 100644 resources_servers/calendar/create_synth_conversations.py create mode 100644 resources_servers/calendar/data/.gitignore create mode 100644 resources_servers/calendar/data/example.jsonl create mode 100644 resources_servers/calendar/data/example_rollouts.jsonl create mode 100644 resources_servers/calendar/dataset_preprocess.py create mode 100644 resources_servers/calendar/generate_rollouts.py create mode 100644 resources_servers/calendar/prompts.py create mode 100644 resources_servers/calendar/requirements.txt create mode 100644 resources_servers/calendar/tests/README.md create mode 100644 resources_servers/calendar/tests/test_app.py create mode 100644 resources_servers/calendar/utils.py diff --git a/README.md b/README.md index 871920d57..1ddb6c1c3 100644 --- a/README.md +++ b/README.md @@ -98,6 +98,7 @@ Purpose: Training-ready environments with curated datasets. | --------------------- | --------------------- | ----- | ---------- | ------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------- | | coding | Comp Coding | ✓ | ✓ | ✓ | comp_coding.yaml | Apache 2.0 | | math | Library Judge Math | ✓ | ✓ | ✓ | bytedtsinghua_dapo17k.yaml | Apache 2.0 | +| agent | Calendar | ✓ | ✓ | - | calendar.yaml | Apache 2.0 | | agent | Google Search | ✓ | - | - | google_search.yaml | Apache 2.0 | | agent | Multiverse Math Hard | ✓ | - | - | multiverse_math_hard.yaml | Apache 2.0 | | agent | Workbench | ✓ | ✓ | - | workbench.yaml | Apache 2.0 | diff --git a/resources_servers/calendar/README.md b/resources_servers/calendar/README.md new file mode 100644 index 000000000..d4f3a9235 --- /dev/null +++ b/resources_servers/calendar/README.md @@ -0,0 +1,210 @@ +# Description +This is a resource server for training and evaluating calendar scheduling assistants. The server verifies whether an assistant correctly schedules events with time constraints in a conversational multi-turn setting. + +The assistant must: +- Parse user requests to add events to a calendar +- Track time constraints (before/after/between/at specific times) +- Ensure events don't conflict with each other +- Schedule events within specified time windows +- Return the calendar state as a JSON list + +The conversations in the dataset are generated using personas from the [nvidia/Nemotron-Personas-USA dataset](https://huggingface.co/datasets/nvidia/Nemotron-Personas-USA) on Hugging Face. + +# Example usage + +## Running servers +The following is an example command for running this resource server along with an OpenAI model: + +```bash +config_paths="responses_api_models/openai_model/configs/openai_model.yaml, \ +resources_servers/calendar/configs/calendar.yaml" +ng_run "+config_paths=[$config_paths]" +``` + +## Collecting rollouts + +Rollouts can be collected using the example dataset as follows: + +```bash +ng_collect_rollouts \ + +agent_name=calendar_agent \ + +input_jsonl_fpath=data/example.jsonl \ + +output_jsonl_fpath=results/example_rollouts.jsonl \ + +limit=5 +``` + +The input JSONL file should contain entries with: +- `responses_create_params`: Dictionary with `input` field containing the conversation history +- `exp_cal_state`: Dictionary mapping event IDs to expected event details (with `event_id`, `event_name`, `duration`, `constraint`, `min_time`, `max_time`) + +**Example input format:** +```json +{ + "responses_create_params": { + "input": [ + {"role": "system", "content": "You are a scheduling assistant..."}, + {"role": "user", "content": "Schedule a team meeting at 10am for 1 hour"} + ] + }, + "exp_cal_state": { + "1": { + "event_id": 1, + "event_name": "Team Meeting", + "duration": 60, + "constraint": "at 10am", + "min_time": "10am", + "max_time": "4pm" + } + } +} +``` + +# Verification Logic + +The server grades assistant responses based on multiple criteria: + +**Reward = 0 (failure) if:** +- Response contains `` tags +- No JSON list extracted from response (when events expected) +- Wrong number of events scheduled +- Events have time conflicts (overlapping times) +- Events violate time constraints: + - "before X": event must end at or before time X + - "after X": event must start at or after time X + - "between X and Y": event must start at/after X and end at/before Y + - "at X": event must start exactly at time X +- Events outside min/max time window +- Wrong event duration + +**Reward = 1 (success) if:** +- All events correctly scheduled +- No time conflicts +- All constraints satisfied +- Or when no events are expected and response is valid + + +# Data Generation Pipeline + +The dataset is created through a three-step pipeline: + +## Step 1: Generate Synthetic Conversations +Uses `create_synth_conversations.py` to create synthetic multi-turn conversations between a user and assistant about scheduling calendar events. + +**Features:** +- Uses personas from `nvidia/Nemotron-Personas-USA` +- Generates events with realistic durations (30-90 minutes in 15-min increments) +- Creates time constraints: "before", "after", "between", "at" +- Includes natural conversation flow with small talk +- Ensures non-overlapping, valid schedules + +**Example command:** +```bash +python create_synth_conversations.py \ + --n-samples 2000 \ + --n-workers 100 \ + --n-events 7 \ + --min-time 600 \ + --max-time 960 \ + --model "openai/gpt-oss-120b" \ + --endpoint vllm \ + --ds-name "nvidia/Nemotron-Personas-USA" \ + --output ./data/train.json +``` + +**Key parameters:** +- `--n-samples`: Number of conversation samples to generate +- `--n-events`: Number of events per conversation (default: 7) +- `--min-time`: Minimum time in minutes from midnight (default: 600 = 10am) +- `--max-time`: Maximum time in minutes from midnight (default: 960 = 4pm) + +**Output format:** +```json +{ + "sample_id": 0, + "persona": "PERSONA: ...", + "events": [...], + "expected_calendar_states": [...], + "user_prompts": [...], + "user_intents": [...], + "smalltalk_factor": 0.75, + "constraint_eagerness": 0.85 +} +``` + +## Step 2: Generate Model Rollouts +Uses `generate_rollouts.py` to have a model generate actual responses to the conversations and grade them. + +**Features:** +- Alternates between "easy" mode (allows responses without JSON when the user turn does not require changes to calendar state) and "hard" mode (requires JSON list) +- Grades responses using the verification logic +- Stops conversation at first failure +- Retries on errors +- Supports VLLM and NIMS endpoint + +**Example command:** +```bash +python generate_rollouts.py \ + --input ./data/train.json \ + --output ./data/rollouts.json \ + --model "Qwen/Qwen3-8B" \ + --min-time "10am" \ + --max-time "4pm" \ + --n-workers 100 \ +``` + +**Key parameters:** +- `--model`: Model to use for generating responses +- `--min-cal-entries`: Minimum number of calendar entries to keep sample +- `--n-samples`: Limit number of samples to process +- `--offset`: Skip first N samples + +**Output format:** +```json +{ + "conversation": [...], + "grade": 1, + "grade_reason": "...", + "exp_cal_state": {...}, + "mode": "hard" +} +``` + +## Step 3: Preprocess for Training +Uses `dataset_preprocess.py` to convert rollouts into the final training format. + +**Features:** +- Removes last message (assistant response to be predicted) +- Removes reasoning content from messages +- Converts to JSONL format +- Splits into train/validation sets +- Optionally filters to only failed rollouts for training + +**Example command:** +```bash +python dataset_preprocess.py \ + --input ./data/rollouts.json \ + --output_train ./data/train.jsonl \ + --output_val ./data/validation.jsonl \ + --n_val 128 \ + --exclude_success +``` + +**Key parameters:** +- `--n_val`: Number of validation samples (taken from end) +- `--exclude_success`: Only include failed rollouts (grade=0) for training + +**Output format (JSONL):** +```json +{"responses_create_params": {"input": [...]}, "exp_cal_state": {...}} +``` + + +# Licensing information +Code: Apache 2.0 + +Data: +- nvidia/Nemotron-Personas-USA: Creative Commons Attribution 4.0 International (CC-BY-4.0) + +Dependencies: +- nemo_gym: Apache 2.0 + diff --git a/resources_servers/calendar/app.py b/resources_servers/calendar/app.py new file mode 100644 index 000000000..c844d7f4c --- /dev/null +++ b/resources_servers/calendar/app.py @@ -0,0 +1,61 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Any + +from fastapi import FastAPI +from utils import grade_assistant_response + +from nemo_gym.base_resources_server import ( + BaseResourcesServerConfig, + BaseRunRequest, + BaseVerifyRequest, + BaseVerifyResponse, + SimpleResourcesServer, +) + + +class CalendarRunRequest(BaseRunRequest): + exp_cal_state: dict[str, Any] + + +class CalendarVerifyRequest(CalendarRunRequest, BaseVerifyRequest): + pass + + +class CalendarResourcesServerConfig(BaseResourcesServerConfig): + pass + + +class CalendarResourcesServer(SimpleResourcesServer): + config: CalendarResourcesServerConfig + + def setup_webserver(self) -> FastAPI: + app = super().setup_webserver() + return app + + async def verify(self, body: CalendarVerifyRequest) -> BaseVerifyResponse: + assistant_response = body.response.output[-1].content[0].text + exp_cal_state = body.exp_cal_state + try: + reward, reason = grade_assistant_response(assistant_response, exp_cal_state) + except Exception: + reward = 0 + + return BaseVerifyResponse(**body.model_dump(), reward=reward) + + +if __name__ == "__main__": + CalendarResourcesServer.run_webserver() diff --git a/resources_servers/calendar/client.py b/resources_servers/calendar/client.py new file mode 100644 index 000000000..4dff73d34 --- /dev/null +++ b/resources_servers/calendar/client.py @@ -0,0 +1,353 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import json +from asyncio import run + +from nemo_gym.server_utils import ServerClient + + +async def main(): + """ + Demo client for the Calendar Resource Server. + + The server verifies whether an assistant correctly schedules calendar events + by checking if the assistant's response contains a valid JSON list of events + that satisfy all time constraints and have no conflicts. + """ + server_client = ServerClient.load_from_global_config() + + print("=" * 80) + print("Calendar Resource Server Demo") + print("=" * 80) + print("\nThis demo shows how the resource server grades assistant responses") + print("for calendar scheduling tasks with time constraints.\n") + + # Example 1: Valid response - correctly scheduled events + print("\n" + "=" * 80) + print("Example 1: Valid Calendar Response (Should get reward=1)") + print("=" * 80) + + exp_cal_state_1 = { + "1": { + "event_id": 1, + "event_name": "Team Meeting", + "duration": 60, + "constraint": "at 10am", + "min_time": "10am", + "max_time": "4pm", + }, + "2": { + "event_id": 2, + "event_name": "Lunch", + "duration": 60, + "constraint": "after 12pm", + "min_time": "10am", + "max_time": "4pm", + }, + } + + assistant_response_1 = """ + I've scheduled both events for you: + [ + {"event_id": 1, "event_name": "Team Meeting", "start_time": "10am", "duration": 60}, + {"event_id": 2, "event_name": "Lunch", "start_time": "12pm", "duration": 60} + ] + """ + + print(f"\nExpected calendar state: {json.dumps(exp_cal_state_1, indent=2)}") + print(f"\nAssistant response: {assistant_response_1}") + + # Call the server's verify endpoint + response = await server_client.post( + server_name="calendar", + url_path="/verify", + json={ + "responses_create_params": {"input": []}, + "response": { + "id": "response_1", + "created_at": 1.0, + "model": "demo_model", + "object": "response", + "output": [ + { + "id": "message_1", + "content": [ + { + "annotations": [], + "text": assistant_response_1, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + "parallel_tool_calls": False, + "tool_choice": "none", + "tools": [], + }, + "exp_cal_state": exp_cal_state_1, + }, + ) + result_1 = await response.json() + print(f"\n✓ Reward: {result_1['reward']} (1=success, 0=failure)") + + # Example 2: Invalid response - constraint violation + print("\n" + "=" * 80) + print("Example 2: Constraint Violation (Should get reward=0)") + print("=" * 80) + + assistant_response_2 = """ + Here's your schedule: + [ + {"event_id": 1, "event_name": "Team Meeting", "start_time": "11am", "duration": 60}, + {"event_id": 2, "event_name": "Lunch", "start_time": "12pm", "duration": 60} + ] + """ + + print(f"\nExpected calendar state: {json.dumps(exp_cal_state_1, indent=2)}") + print(f"\nAssistant response: {assistant_response_2}") + print("\nNote: Team Meeting should be 'at 10am' but was scheduled at 11am") + + response = await server_client.post( + server_name="calendar", + url_path="/verify", + json={ + "responses_create_params": {"input": []}, + "response": { + "id": "response_2", + "created_at": 1.0, + "model": "demo_model", + "object": "response", + "output": [ + { + "id": "message_2", + "content": [ + { + "annotations": [], + "text": assistant_response_2, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + "parallel_tool_calls": False, + "tool_choice": "none", + "tools": [], + }, + "exp_cal_state": exp_cal_state_1, + }, + ) + result_2 = await response.json() + print(f"\n✗ Reward: {result_2['reward']} (Expected 0 due to constraint violation)") + + # Example 3: Invalid response - time conflict + print("\n" + "=" * 80) + print("Example 3: Time Conflict (Should get reward=0)") + print("=" * 80) + + exp_cal_state_3 = { + "1": { + "event_id": 1, + "event_name": "Meeting", + "duration": 90, + "constraint": None, + "min_time": "10am", + "max_time": "4pm", + }, + "2": { + "event_id": 2, + "event_name": "Call", + "duration": 60, + "constraint": None, + "min_time": "10am", + "max_time": "4pm", + }, + } + + assistant_response_3 = """ + [ + {"event_id": 1, "event_name": "Meeting", "start_time": "10am", "duration": 90}, + {"event_id": 2, "event_name": "Call", "start_time": "10:30am", "duration": 60} + ] + """ + + print(f"\nExpected calendar state: {json.dumps(exp_cal_state_3, indent=2)}") + print(f"\nAssistant response: {assistant_response_3}") + print("\nNote: Meeting (10am-11:30am) conflicts with Call (10:30am-11:30am)") + + response = await server_client.post( + server_name="calendar", + url_path="/verify", + json={ + "responses_create_params": {"input": []}, + "response": { + "id": "response_3", + "created_at": 1.0, + "model": "demo_model", + "object": "response", + "output": [ + { + "id": "message_3", + "content": [ + { + "annotations": [], + "text": assistant_response_3, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + "parallel_tool_calls": False, + "tool_choice": "none", + "tools": [], + }, + "exp_cal_state": exp_cal_state_3, + }, + ) + result_3 = await response.json() + print(f"\n✗ Reward: {result_3['reward']} (Expected 0 due to time conflict)") + + # Example 4: Invalid response - contains thinking tags + print("\n" + "=" * 80) + print("Example 4: Invalid Format - Thinking Tags (Should get reward=0)") + print("=" * 80) + + assistant_response_4 = """ + Let me schedule these events... + [ + {"event_id": 1, "event_name": "Team Meeting", "start_time": "10am", "duration": 60}, + {"event_id": 2, "event_name": "Lunch", "start_time": "12pm", "duration": 60} + ] + """ + + print(f"\nAssistant response: {assistant_response_4}") + print("\nNote: Response contains tags which are not allowed") + + response = await server_client.post( + server_name="calendar", + url_path="/verify", + json={ + "responses_create_params": {"input": []}, + "response": { + "id": "response_4", + "created_at": 1.0, + "model": "demo_model", + "object": "response", + "output": [ + { + "id": "message_4", + "content": [ + { + "annotations": [], + "text": assistant_response_4, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + "parallel_tool_calls": False, + "tool_choice": "none", + "tools": [], + }, + "exp_cal_state": exp_cal_state_1, + }, + ) + result_4 = await response.json() + print(f"\n✗ Reward: {result_4['reward']} (Expected 0 due to thinking tags)") + + # Example 5: Complex constraints - between + print("\n" + "=" * 80) + print("Example 6: Complex Constraint - Between (Should get reward=1)") + print("=" * 80) + + exp_cal_state_5 = { + "1": { + "event_id": 1, + "event_name": "Workout", + "duration": 45, + "constraint": "between 11am and 1pm", + "min_time": "10am", + "max_time": "4pm", + } + } + + assistant_response_5 = """ + [{"event_id": 1, "event_name": "Workout", "start_time": "11:30am", "duration": 45}] + """ + + print(f"\nExpected calendar state: {json.dumps(exp_cal_state_5, indent=2)}") + print(f"\nAssistant response: {assistant_response_5}") + print("\nNote: Event must be between 11am and 1pm (11:30am-12:15pm satisfies this)") + + response = await server_client.post( + server_name="calendar", + url_path="/verify", + json={ + "responses_create_params": {"input": []}, + "response": { + "id": "response_5", + "created_at": 1.0, + "model": "demo_model", + "object": "response", + "output": [ + { + "id": "message_5", + "content": [ + { + "annotations": [], + "text": assistant_response_5, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + "parallel_tool_calls": False, + "tool_choice": "none", + "tools": [], + }, + "exp_cal_state": exp_cal_state_5, + }, + ) + result_5 = await response.json() + print(f"\n✓ Reward: {result_5['reward']} (Expected 1)") + + print("\n" + "=" * 80) + print("Demo complete!") + print("=" * 80) + print("\nKey takeaways:") + print("- The server grades assistant responses based on calendar scheduling correctness") + print("- Responses must contain valid JSON lists of events (unless no events expected)") + print("- Events must satisfy all time constraints (at, before, after, between)") + print("- Events must not have time conflicts") + print("- Events must be within the specified time window") + print("- Thinking tags () are not allowed in responses") + + +if __name__ == "__main__": + run(main()) diff --git a/resources_servers/calendar/configs/calendar.yaml b/resources_servers/calendar/configs/calendar.yaml new file mode 100644 index 000000000..310524648 --- /dev/null +++ b/resources_servers/calendar/configs/calendar.yaml @@ -0,0 +1,36 @@ +calendar: + resources_servers: + calendar: + entrypoint: app.py + domain: agent + verified: false +calendar_simple_agent: + responses_api_agents: + simple_agent: + entrypoint: app.py + resources_server: + type: resources_servers + name: calendar + model_server: + type: responses_api_models + name: policy_model + datasets: + - name: train + type: train + jsonl_fpath: resources_servers/calendar/data/train.jsonl + gitlab_identifier: + dataset_name: calendar + version: 0.0.1 + artifact_fpath: calendar_train.jsonl + license: Apache 2.0 + - name: validation + type: validation + jsonl_fpath: resources_servers/calendar/data/validation.jsonl + gitlab_identifier: + dataset_name: calendar + version: 0.0.1 + artifact_fpath: calendar_validation.jsonl + license: Apache 2.0 + - name: example + type: example + jsonl_fpath: resources_servers/calendar/data/example.jsonl diff --git a/resources_servers/calendar/create_synth_conversations.py b/resources_servers/calendar/create_synth_conversations.py new file mode 100644 index 000000000..cd79b3374 --- /dev/null +++ b/resources_servers/calendar/create_synth_conversations.py @@ -0,0 +1,699 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import argparse +import json +import os +import random +from concurrent.futures import ThreadPoolExecutor, as_completed +from typing import Any, Optional + +from datasets import load_dataset +from openai import OpenAI +from prompts import GENERATE_EVENTS_PROMPT, USER_AGENT_PROMPT +from rich.progress import MofNCompleteColumn, Progress, SpinnerColumn, TimeElapsedColumn +from utils import minutes_to_time + + +class Model: + def __init__(self, model: str = "openai/gpt-oss-120b", response_json: bool = False, endpoint="nims"): + """Initialize OpenAI API with the environment variable and other necessary parameters.""" + if endpoint == "nims": + api_key = os.getenv("NIMS_API_KEY") + base_url = "https://integrate.api.nvidia.com/v1" + elif endpoint == "vllm": + api_key = "EMPTY" + base_url = "http://localhost:8000/v1" + if not api_key: + raise ValueError("API_KEY is not set in the .env file.") + self.client = OpenAI(api_key=api_key, base_url=base_url) + self.model = model + self.response_json = response_json + self.max_completion_tokens = 8192 + + def generate(self, prompt: Any, temp: float = 0.6, reasoning_effort: str = None): + """Generate a response using the NIMS model.""" + if type(prompt) == str: + prompt = [{"role": "user", "content": prompt}] + elif isinstance(prompt, list) and all( + isinstance(item, dict) and "role" in item and item["role"] in ["user", "assistant"] for item in prompt + ): + pass + else: + raise ValueError( + "Prompt must be a string or a list of dictionaries with 'role' keys as 'user' or 'assistant'." + ) + + response = self.client.chat.completions.create( + model=self.model, + messages=prompt, + temperature=temp, + top_p=0.95, + max_completion_tokens=self.max_completion_tokens, + extra_body={"reasoning_effort": reasoning_effort} if reasoning_effort is not None else None, + ) + if self.response_json: + return json.loads(response.choices[0].message.content) + return response.choices[0].message.content + + +def _validate_events(events: list[dict], min_time: int = 600, max_time: int = 960) -> bool: + """Validate events by checking for overlaps and ensuring all events are within the time window. + + Returns True if all events are valid (no overlaps and within time range), False otherwise. + + Args: + events: List of event dictionaries with start_time and duration + min_time: Minimum time in minutes from midnight + max_time: Maximum time in minutes from midnight + + Returns: + True if events are valid, False otherwise + """ + + def parse_event_times(event: dict) -> tuple[int, int]: + """Parse event and return (start_time, end_time) in minutes from midnight.""" + start_time = event["start_time"] + if isinstance(start_time, str): + parts = start_time.split(":") + start_time = int(parts[0]) * 60 + int(parts[1]) + + duration = event["duration"] + if isinstance(duration, str): + duration = int(duration) + + end_time = start_time + duration + return start_time, end_time + + # Check all events for time window validity and overlaps + for i in range(len(events)): + start_i, end_i = parse_event_times(events[i]) + + # Check if event is outside the allowed time range + if start_i < min_time or end_i > max_time: + return False + + # Check for overlaps with other events + for j in range(i + 1, len(events)): + start_j, end_j = parse_event_times(events[j]) + + # Two events overlap if one starts before the other ends + # and ends after the other starts + if not (end_i <= start_j or start_i >= end_j): + return False # Overlap detected + + return True # All events are valid + + +def _generate_random_constraint(event: dict, min_time: int = 600, max_time: int = 960) -> str: + # Parse start_time - could be string like "10:00" or int like 600 (minutes) + start_time = event["start_time"] + if isinstance(start_time, str): + parts = start_time.split(":") + start_time = int(parts[0]) * 60 + int(parts[1]) + + # Parse duration - could be string or int + duration = event["duration"] + if isinstance(duration, str): + duration = int(duration) + + end_time = start_time + duration + + def round_to_nice_time(minutes: int) -> int: + """Round time to nearest 15-minute increment for cleaner constraints.""" + # Round to nearest 15 minutes + return round(minutes / 15) * 15 + + # Define constraint types + constraint_types = ["before", "after", "between", "at"] + constraint_type = random.choice(constraint_types) + + if constraint_type == "before": + # Choose a time after the event ends + # Add 15-90 minutes buffer after event ends + buffer = random.randint(15, 90) + time_x = end_time + buffer + # Cap at max_time + time_x = min(time_x, max_time) + time_x = round_to_nice_time(time_x) # Round to nice time + return f"before {minutes_to_time(time_x)}" + + elif constraint_type == "after": + # Choose a time before the event starts + # Subtract 15-90 minutes buffer before event starts + buffer = random.randint(15, 90) + time_x = start_time - buffer + time_x = max(time_x, min_time) + time_x = round_to_nice_time(time_x) # Round to nice time + return f"after {minutes_to_time(time_x)}" + + elif constraint_type == "between": + # Choose times that encompass the event + # Start boundary: before event starts + buffer_before = random.randint(30, 120) + time_x = max(start_time - buffer_before, min_time) # Not before min_time + time_x = round_to_nice_time(time_x) # Round to nice time + + # End boundary: after event ends + buffer_after = random.randint(30, 120) + time_y = min(end_time + buffer_after, max_time) # Not after max_time + time_y = round_to_nice_time(time_y) # Round to nice time + + return f"between {minutes_to_time(time_x)} and {minutes_to_time(time_y)}" + + elif constraint_type == "at": + # Specify the exact start time of the event + return f"at {minutes_to_time(start_time)}" + else: + raise ValueError(f"Invalid constraint type: {constraint_type}") + + +def _check_constraint_satisfied(event: dict) -> bool: + """Check if an event satisfies its constraint. Returns True if satisfied, False otherwise.""" + # Parse event times + start_time = event["start_time"] + if isinstance(start_time, str): + parts = start_time.split(":") + start_time = int(parts[0]) * 60 + int(parts[1]) + + duration = event["duration"] + if isinstance(duration, str): + duration = int(duration) + + end_time = start_time + duration + + def parse_time_from_constraint(time_str: str) -> int: + """Parse time string like '10am', '10:30am', '2pm' to minutes from midnight.""" + time_str = time_str.strip() + + # Handle format like "10am" or "10pm" + if ":" not in time_str: + if "am" in time_str: + hour = int(time_str.replace("am", "")) + return hour * 60 if hour != 12 else 0 + elif "pm" in time_str: + hour = int(time_str.replace("pm", "")) + return (hour * 60 if hour != 12 else 0) + 12 * 60 + else: + # Handle format like "10:30am" or "2:15pm" + if "am" in time_str: + time_part = time_str.replace("am", "") + hour, minute = map(int, time_part.split(":")) + return (hour * 60 if hour != 12 else 0) + minute + elif "pm" in time_str: + time_part = time_str.replace("pm", "") + hour, minute = map(int, time_part.split(":")) + return ((hour * 60 if hour != 12 else 0) + 12 * 60) + minute + + raise ValueError(f"Unable to parse time: {time_str}") + + constraint = event["constraint"] + + # Parse constraint and check + if constraint.startswith("before "): + # Event must end before the specified time + time_str = constraint.replace("before ", "") + constraint_time = parse_time_from_constraint(time_str) + return end_time <= constraint_time + + elif constraint.startswith("after "): + # Event must start after the specified time + time_str = constraint.replace("after ", "") + constraint_time = parse_time_from_constraint(time_str) + return start_time >= constraint_time + + elif constraint.startswith("between "): + # Event must be between two times + parts = constraint.replace("between ", "").split(" and ") + if len(parts) != 2: + raise ValueError(f"Invalid 'between' constraint format: {constraint}") + + time_x = parse_time_from_constraint(parts[0]) + time_y = parse_time_from_constraint(parts[1]) + + # Event should start at or after time_x and end at or before time_y + return start_time >= time_x and end_time <= time_y + + elif constraint.startswith("at "): + # Event must start at the specified time + time_str = constraint.replace("at ", "") + constraint_time = parse_time_from_constraint(time_str) + return start_time == constraint_time + + else: + raise ValueError(f"Unknown constraint format: {constraint}") + + +class Calendar: + def __init__(self, min_time: int, max_time: int): + self.min_time_24hr = minutes_to_time(min_time, format="24hr") + self.max_time_24hr = minutes_to_time(max_time, format="24hr") + self.events = {} + + def get_current_state(self) -> dict: + """Return a copy of the current calendar state.""" + return {k: v.copy() for k, v in self.events.items()} + + def add_event(self, event_id: int, duration: int): + self.events[event_id] = { + "event_id": event_id, + "duration": duration, + "constraint": None, + "min_time": self.min_time_24hr, + "max_time": self.max_time_24hr, + } + + def add_constraint(self, event_id: int, constraint: str): + self.events[event_id]["constraint"] = constraint + + +def modify_constraint(constraint: str) -> str: + """Modify the constraint to be more specific. This is because the LLM may not understand the constraint if it's not specific enough.""" + if "before" in constraint: + return constraint.replace("before", "ends at or before") + elif "after" in constraint: + return constraint.replace("after", "starts at or after") + elif "between" in constraint: + return constraint.replace("between", "scheduled between") + elif "at" in constraint: + return constraint.replace("at", "scheduled at") + else: + return constraint + + +def _construct_user_agent_prompts_cal_states( + events: list[dict], persona: str, model: Model, min_time: int = 540, max_time: int = 960 +) -> tuple[list[str], list[dict]]: + """Construct user agent prompts to converse with the assistant. We follow the following strategy: + + a. Randomize the order of the events. + b. Start with a greeting and set the context of the conversation. Ask for help with organizing the day. + c. Mention an event from the list. Ask to add it to the calendar. (LLM assisted). Maintain a list of events that have been mentioned. + d. Append a fixed assistant message saying that the event has been added to the calendar. + e. With prob 0.5, mention a constraint for an event that has been mentioned.(LLM assisted). Mark this constraint as satisfied. With prob 0.5, continue the conversation based on the persona (without asking any questions or scheduling any events). + f. Append a fixed assistant message saying that the constraint has been added to the calendar if a constraint has been mentioned. If no constraint has been mentioned, append a fixed assistant messsage saying somethign generic to acknowledge the user's message (e.g. that sounds interesting!). + g. Repeat (c), (d), (e), (f) until all events are mentioned. + """ + # Fixed assistant response templates + EVENT_ADDED_RESPONSES = [ + "I've added {event_name} to your calendar.", + "Done! {event_name} has been scheduled.", + "Got it, I've added {event_name} to your calendar.", + "{event_name} has been added to your calendar.", + ] + + CONSTRAINT_ADDED_RESPONSES = [ + "I'll make sure to schedule that {constraint}.", + "Noted! I'll ensure it's scheduled {constraint}.", + "Got it, I'll schedule that {constraint}.", + "Perfect, I'll make sure that happens {constraint}.", + ] + + AGENDA_OPTIONS = { + "add_event": 'Ask to add the following event to calendar: "{event_name}". Mention the duration as {duration} minutes. Don\'t mention the exact time, just the duration. Additionally, mention the event id as {event_id} in brackets (e.g. (event id: 2))', + "add_constraint": "Ask for the \"{event_name}\" event to be scheduled with the following constraint: {constraint}. (Note: The event is already in the calendar. You're just providing a time constraint for the event. -- Don't mention this explicitly. The LLM already knows that the event is in the calendar). Additionally, mention the event id as {event_id} in brackets (e.g. (event id: 2))", + "continue_conversation": "Continue the conversation based on your persona. DO NOT ask any questions or try to schedule any events. Stating things about your work/day/feelings/hopes etc are fine. Don't talk about doing anything before/after the event as that might lead the assistant to schedule more events.", + } + calendar = Calendar(min_time=min_time, max_time=max_time) + calendar_states = [] + # Smalltalk factor is the probability of continuing the conversation based on the persona (randomly chosen between 0.6 and 1) + smalltalk_factor = random.uniform(0.6, 1.0) + constraint_eagerness = random.uniform(0.6, 1.0) + + # Randomize event order + shuffled_events = events.copy() + + # Initialize conversation history + conversation = [] + user_intents = [] + + # Track mentioned events and constraints + mentioned_events = [] # Events that have been added + mentioned_constraints = set() # Constraint indices that have been mentioned + + # Helper function to get last N messages for conversation history + def get_conversation_history(n=4): + recent_messages = conversation[-n:] if len(conversation) >= n else conversation + history_str = "\n".join([f"{msg['role'].upper()}: {msg['content']}" for msg in recent_messages]) + return history_str if history_str else "No previous messages" + + # Helper function to generate user message with LLM + def generate_user_message(agenda: str, reasoning_effort: str = None) -> str: + history = get_conversation_history(4) + prompt = USER_AGENT_PROMPT.format(persona=persona, agenda=agenda, partial_conversation_history=history) + return model.generate(prompt, reasoning_effort=reasoning_effort)["USER_MESSAGE"] + + # Step c-g: Add events with interleaved constraints + for _, event in enumerate(shuffled_events): + # Step c: Generate user message to add event + add_event_agenda = AGENDA_OPTIONS["add_event"].format( + event_name=event["event_name"], duration=event["duration"], event_id=event["event_id"] + ) + user_message = generate_user_message(add_event_agenda) + user_intents.append("add_event") + conversation.append({"role": "user", "content": user_message}) + calendar.add_event(event["event_id"], event["duration"]) + calendar_states.append(calendar.get_current_state()) + + # Step d: Fixed assistant response confirming event added + assistant_response = random.choice(EVENT_ADDED_RESPONSES).format( + event_name=event["event_name"], + ) + conversation.append({"role": "assistant", "content": assistant_response}) + + # Mark event as mentioned + mentioned_events.append(event) + unmentioned_constraints = [idx for idx, e in enumerate(mentioned_events) if idx not in mentioned_constraints] + + # Step e-f: With 80% probability, add constraint + # But only if we have mentioned events and not all constraints are mentioned yet + if (len(unmentioned_constraints) > 0) and (random.random() < constraint_eagerness): + constraint_idx = random.choice(unmentioned_constraints) + constraint_event = mentioned_events[constraint_idx] + constraint = modify_constraint(constraint_event["constraint"]) + + add_constraint_agenda = AGENDA_OPTIONS["add_constraint"].format( + event_name=constraint_event.get("short_hand_name", constraint_event["event_name"]), + # event_name=constraint_event["event_name"], + event_id=constraint_event["event_id"], + constraint=constraint, + ) + user_message = generate_user_message(add_constraint_agenda) + conversation.append({"role": "user", "content": user_message}) + user_intents.append("add_constraint") + + calendar.add_constraint(constraint_event["event_id"], constraint_event["constraint"]) + calendar_states.append(calendar.get_current_state()) + + # Fixed assistant response for constraint + assistant_response = random.choice(CONSTRAINT_ADDED_RESPONSES).format( + constraint=constraint_event["constraint"] + ) + conversation.append({"role": "assistant", "content": assistant_response}) + + mentioned_constraints.add(constraint_idx) + if (random.random() < smalltalk_factor) and (len(unmentioned_constraints) > 0): + # Continue conversation based on persona + continue_agenda = AGENDA_OPTIONS["continue_conversation"] + user_message = generate_user_message(continue_agenda, reasoning_effort="high") + conversation.append({"role": "user", "content": user_message}) + user_intents.append("continue_conversation") + + # Calendar needs to be mentioned in each response acc to sys prompt. + calendar_states.append(calendar.get_current_state()) + + # Generic acknowledgment + assistant_response = "Okay." + conversation.append({"role": "assistant", "content": assistant_response}) + + # Ensure all constraints are mentioned + unmentioned_constraints = [idx for idx in range(len(mentioned_events)) if idx not in mentioned_constraints] + + for constraint_idx in unmentioned_constraints: + constraint_event = mentioned_events[constraint_idx] + constraint = modify_constraint(constraint_event["constraint"]) + add_constraint_agenda = AGENDA_OPTIONS["add_constraint"].format( + event_name=constraint_event.get("short_hand_name", constraint_event["event_name"]), + # event_name=constraint_event["event_name"], + event_id=constraint_event["event_id"], + constraint=constraint, + ) + user_message = generate_user_message(add_constraint_agenda) + conversation.append({"role": "user", "content": user_message}) + user_intents.append("add_constraint") + calendar.add_constraint(constraint_event["event_id"], constraint_event["constraint"]) + calendar_states.append(calendar.get_current_state()) + + # Fixed assistant response for constraint + assistant_response = random.choice(CONSTRAINT_ADDED_RESPONSES).format( + constraint=constraint_event["constraint"] + ) + conversation.append({"role": "assistant", "content": assistant_response}) + + mentioned_constraints.add(constraint_idx) + + # Extract only user messages + user_prompts = [msg["content"] for msg in conversation if msg["role"] == "user"] + calendar_states.append(calendar.get_current_state()) + + return user_prompts, user_intents, calendar_states, smalltalk_factor, constraint_eagerness + + +def _populate_event_times(events: list[dict], min_time: int, max_time: int) -> list[dict]: + """Populate start_time and duration fields for events with only event_name and short_hand_name. + + Strategy: + 1. Assign random durations [30,45,60,75,90] to all events + 2. Compute total_duration (sum of all event durations) + 3. Compute time_window = max_time - min_time + 4. Compute free_time = time_window - total_duration + 5. If free_time < 0, resample durations until free_time >= 0 + 6. Compute target_free_time = min(15 * int(n_events / 2), free_time) + 7. Compute unallocated_time = free_time - target_free_time + 8. Cycle through events and add +15 to durations until unallocated_time == 0 + 9. Pack all events together starting from min_time + 10. Randomly distribute gaps by pushing events forward + + Args: + events: List of event dictionaries with event_name and short_hand_name + min_time: Minimum time in minutes from midnight + max_time: Maximum time in minutes from midnight + + Returns: + List of events with populated start_time and duration fields + """ + if not events: + return events + + # Helper function to format time to HH:MM string + def format_time(minutes: int) -> str: + hours = minutes // 60 + mins = minutes % 60 + return f"{hours:02d}:{mins:02d}" + + # Possible durations in 15-min increments (30, 45, 60, 75, 90 minutes) + possible_durations = [30, 45, 60, 75, 90] + n_events = len(events) + + # Step 1: Assign random durations to all events + for event in events: + event["duration"] = random.choice(possible_durations) + + # Step 2: Compute total_duration + total_duration = sum(event["duration"] for event in events) + + # Step 3: Compute time_window + time_window = max_time - min_time + + # Step 4: Compute free_time + free_time = time_window - total_duration + + # Step 5: If free_time < 0, resample durations until free_time >= 0 + max_resampling_attempts = 100 + attempt = 0 + while free_time < 0 and attempt < max_resampling_attempts: + for event in events: + event["duration"] = random.choice(possible_durations) + total_duration = sum(event["duration"] for event in events) + free_time = time_window - total_duration + attempt += 1 + + # If still negative after max attempts, return empty list + if free_time < 0: + return [] + + # Step 6: Compute target_free_time + target_free_time = min(15 * int(n_events / 2), free_time) + + # Step 7: Compute unallocated_time + unallocated_time = free_time - target_free_time + + # Step 8: Cycle through events and add +15 to durations until unallocated_time == 0 + event_idx = 0 + while unallocated_time > 0: + events[event_idx]["duration"] += 15 + unallocated_time -= 15 + event_idx = (event_idx + 1) % n_events + + # Step 9: Pack all events together starting from min_time + current_time = min_time + for event in events: + event["start_time"] = format_time(current_time) + current_time += event["duration"] + + # Step 10: Randomly distribute gaps + # For (target_free_time // 15) iterations, pick a random event and push all events after it by 15 min + num_gap_insertions = target_free_time // 15 + for _ in range(num_gap_insertions): + # Pick a random event index (0 to n-2, since pushing after last event doesn't create a gap) + if n_events > 1: + gap_position = random.randint(0, n_events - 2) + # Push all events after gap_position by 15 minutes + for i in range(gap_position + 1, n_events): + # Parse current start time + parts = events[i]["start_time"].split(":") + start_minutes = int(parts[0]) * 60 + int(parts[1]) + # Add 15 minutes + new_start_minutes = start_minutes + 15 + events[i]["start_time"] = format_time(new_start_minutes) + + return events + + +def process_persona( + persona: str, + model: Model, + sample_id: int, + max_retries: int = 3, + n_events: int = 7, + min_time: int = 600, + max_time: int = 960, +) -> Optional[dict]: + """Process a single persona and generate calendar events with constraints. + + Args: + persona: The persona description + model: The Model instance to use + max_retries: Maximum number of retries if events overlap + n_events: Number of events to generate + + Returns: + Dictionary with persona and events, or None if failed after retries + """ + min_time_24hr = minutes_to_time(min_time, format="24hr") + max_time_24hr = minutes_to_time(max_time, format="24hr") + for _ in range(max_retries): + try: + prompt = GENERATE_EVENTS_PROMPT.format(persona=persona, n_events=n_events) + events = model.generate(prompt, reasoning_effort="high") + events = _populate_event_times(events, min_time=min_time, max_time=max_time) + + # Validate events (check for overlaps and time window) + if not _validate_events(events, min_time=min_time, max_time=max_time): + print("validation check failed. Retrying...") + print(f"Events: {events}") + exit(0) + continue + + # Generate constraints and validate + for event in events: + event["constraint"] = _generate_random_constraint(event, min_time=min_time, max_time=max_time) + event["min_time"] = min_time_24hr + event["max_time"] = max_time_24hr + assert _check_constraint_satisfied(event), ( + f"Event {event['event_name']} does not satisfy constraint: {event['constraint']}" + ) + + # Generate user agent prompts + random.shuffle(events) + for event_id, event in enumerate(events): + event["event_id"] = event_id + user_prompts, user_intents, calendar_states, smalltalk_factor, constraint_eagerness = ( + _construct_user_agent_prompts_cal_states(events, persona, model, min_time=min_time, max_time=max_time) + ) + + return { + "sample_id": sample_id, + "persona": persona, + "events": events, + "expected_calendar_states": calendar_states, + "user_prompts": user_prompts, + "user_intents": user_intents, + "smalltalk_factor": smalltalk_factor, + "constraint_eagerness": constraint_eagerness, + } + except Exception as e: + print(f"Error processing persona: {e}") + continue + + return None + + +def get_personas(offset, n_samples, ds_name="nvidia/Nemotron-Personas-USA", n_traits=None): + personas = [] + if ds_name == "nvidia/Nemotron-Personas-USA": + ds = load_dataset(ds_name, split=f"train[{offset}:{offset + n_samples}]") + for sample in ds: + persona = f"PERSONA: {sample['professional_persona']}" + personas.append(persona) + else: + raise ValueError(f"Unsupported dataset: {ds_name}") + + return personas + + +def main(): + parser = argparse.ArgumentParser(description="Generate calendar dataset from PersonaHub") + parser.add_argument("--n-samples", type=int, default=2000, help="Number of samples to generate") + parser.add_argument("--offset", type=int, default=0, help="Offset to start from") + parser.add_argument("--n-workers", type=int, default=100, help="Number of parallel workers") + parser.add_argument("--output", type=str, default="./data/train.json", help="Output file path") + parser.add_argument("--model", type=str, default="openai/gpt-oss-120b", help="Model to use") + parser.add_argument("--endpoint", type=str, default="vllm", choices=["vllm", "nims"], help="Endpoint to use") + parser.add_argument("--min-time", type=int, default=600, help="Minimum time for events (default: 10am)") + parser.add_argument("--max-time", type=int, default=960, help="Maximum time for events (default: 4pm)") + parser.add_argument("--n-events", type=int, default=7, help="Number of events to generate") + parser.add_argument( + "--ds-name", + type=str, + default="nvidia/Nemotron-Personas-USA", + choices=["nvidia/Nemotron-Personas-USA"], + help="Dataset to use", + ) + args = parser.parse_args() + + personas = get_personas(args.offset, args.n_samples, ds_name=args.ds_name) + model = Model(args.model, response_json=True, endpoint=args.endpoint) + + ds_out = [] + + with Progress( + SpinnerColumn(), + *Progress.get_default_columns(), + MofNCompleteColumn(), + TimeElapsedColumn(), + ) as progress: + task = progress.add_task("[cyan]Generating conversations...", total=len(personas)) + + with ThreadPoolExecutor(max_workers=args.n_workers) as executor: + future_to_persona = { + executor.submit( + process_persona, + persona, + model, + sample_id=i + args.offset, + n_events=args.n_events, + min_time=args.min_time, + max_time=args.max_time, + ) + for i, persona in enumerate(personas) + } + + for future in as_completed(future_to_persona): + result = future.result() + if result is not None: + ds_out.append(result) + progress.update(task, advance=1) + + print(f"\nSuccessfully generated {len(ds_out)} out of {args.n_samples} samples") + + os.makedirs(os.path.dirname(args.output), exist_ok=True) + with open(args.output, "w") as f: + json.dump(ds_out, f, indent=2) + + print(f"Dataset saved to {args.output}") + + +if __name__ == "__main__": + main() diff --git a/resources_servers/calendar/data/.gitignore b/resources_servers/calendar/data/.gitignore new file mode 100644 index 000000000..84db2c76a --- /dev/null +++ b/resources_servers/calendar/data/.gitignore @@ -0,0 +1,5 @@ +rollouts*.json +train*.json +train*.jsonl +validation*.json +validation*.jsonl \ No newline at end of file diff --git a/resources_servers/calendar/data/example.jsonl b/resources_servers/calendar/data/example.jsonl new file mode 100644 index 000000000..e6ce4cb25 --- /dev/null +++ b/resources_servers/calendar/data/example.jsonl @@ -0,0 +1,5 @@ +{"responses_create_params": {"input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system"}, {"content": "Hey, could you add a new event titled \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\"? It should be a 60\u2011minute slot. (event id: 0)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Could you slot the Q4 sprint planning (event id: 0) somewhere between 10:00\u202fam and 11:45\u202fam?", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Hey, could you add a new event titled \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\"? It should be a 60\u2011minute slot. (event id: 1)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Could you please slot the Data Visualization Review (event id: 1) so it wraps up by 1:45\u202fpm?", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Thanks! I\u2019m glad we\u2019ll have it wrapped up by 1:45\u202fpm. I\u2019ve been polishing the interactive sales performance dashboard prototype and can\u2019t wait to see how the team\u2019s feedback shapes the next iteration. I\u2019m especially excited about weaving a bit more narrative flow into the visualizations\u2014maybe subtle animation to guide the user\u2019s eye\u2014so the story the data tells feels as compelling as a well\u2011crafted piece of art. Moments like this feel like stepping stones toward my goal of a senior architect role where technology and the arts truly intersect.", "role": "user"}], "tools": []}, "exp_cal_state": {"0": {"event_id": 0, "duration": 60, "constraint": "between 10am and 11:45am", "min_time": "10:00", "max_time": "16:00"}, "1": {"event_id": 1, "duration": 60, "constraint": "before 1:45pm", "min_time": "10:00", "max_time": "16:00"}}} +{"responses_create_params": {"input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system"}, {"content": "Hey, could you put in a one-on-one mentorship session with the new crew member John Doe? It should run about 90 minutes. (event id: 0)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant"}, {"content": "Hey, can we make sure the mentor John session (event id: 0) starts at 10am or later? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant"}, {"content": "Thanks for moving the mentorship to after 10am. That gives me enough time to run the morning safety briefing and get the crew set up before I sit down with John. I\u2019m looking forward to showing him the proper framing techniques and sharing some of the tricks I\u2019ve picked up over the years. I\u2019ll keep an eye on the schedule, but if something pops up I\u2019ll handle it on the fly \u2013 we\u2019ve got to stay flexible out here.", "role": "user"}, {"content": "Got it\u2014your mentorship session is set to start at 10:00\u202fAM and will run for 90\u202fminutes. Here\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant"}, {"content": "Hey, could you add a new entry for the Concrete pour progress review for floor slab A? I\u2019d like it to be a 30\u2011minute slot (event id: 1). Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"11:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can you slot the Concrete pour progress review (event id: 1) somewhere between 12:15\u202fpm and 3:15\u202fpm? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks, I appreciate you slotting that in. I\u2019m hoping the crew can keep the pour on track and stay safe\u2014got a quick safety huddle before the pour and looking forward to seeing that slab set solidly.", "role": "user"}, {"content": "You\u2019re welcome! Let me know if anything else comes up.\n\n[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can you add an Equipment maintenance check: crane and hoist inspection (event id: 2) for about 30 minutes? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"11:30\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, could we push the equipment maintenance check (event id: 2) to start at 2\u202fpm or later? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks for moving the crane inspection to after 2pm. I\u2019ll make sure the crew knows the new timing. We\u2019ve got a concrete pour coming up later and I\u2019m hoping the weather holds up. I\u2019m also planning a quick safety briefing before we get back to framing, and I\u2019ll take a moment to walk the new guys through proper rigging while we wait. Sometimes I have to improvise on the fly if something unexpected shows up, but that\u2019s just part of the job.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, could you add a Daily safety briefing: site hazards and mitigation for 45 minutes (event id: 3)?", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can we make sure the safety brief (event id: 3) starts at or after 10am? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks, I appreciate you handling that. I'm gearing up for the crew's concrete pour later and want the briefing to set the right tone. The forklift inspection is on my mind, but I'll get it done after the safety talk. Looking forward to a smooth, safe day on site.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, could you slot in a 30\u2011minute spontaneous problem\u2011solving huddle: unexpected structural issue (event id: 4) on the calendar? Need it right after the safety brief so we can tackle that surprise structural snag.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Can we push the spontaneous problem\u2011solving huddle (event id: 4) to start at 2:15\u202fpm or later? Need it right after the safety brief.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks for moving the huddle. The crew's been grinding all morning, and I'm glad we have that slot to hash out the structural snag. It'll help keep us on track and keep safety top of mind.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can you add a new entry for the Site logistics coordination meeting with the project manager? It should run for 60 minutes (event id: 5).", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Thanks for getting that on the calendar. The crew's been grinding all morning, and I'm hoping this logistics meeting will iron out the material delivery snag we hit. I've got a new guy on framing who's picking up the basics fast, and I'll make sure to give him a quick safety rundown before we break. The forklift's due for its weekly inspection, but I'll slot that in after the meeting. Overall, feeling good about keeping the project moving forward and keeping safety top of mind.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Hey, could you add a Forklift certification refresher training for the crew? It'll run about 60 minutes (event id: 6).", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"13:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "All set on the forklift refresher \u2013 the crew's ready to brush up and stay sharp. The new framer is already picking up the basics faster than I expected, which is a nice boost for the team. I\u2019m feeling good about keeping the site safe and the work moving forward, and I\u2019ll keep an eye out for any hiccups that pop up so we can handle them on the fly.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"13:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Hey, can we lock in the logistics sync for 12:15\u202fpm? (event id: 5)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"13:15\", \"duration\": 60}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:15\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"14:45\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"15:15\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can we set the forklift refresher for 2\u202fpm? (event id: 6)", "role": "user"}], "tools": []}, "exp_cal_state": {"0": {"event_id": 0, "duration": 90, "constraint": "after 10am", "min_time": "10:00", "max_time": "16:00"}, "1": {"event_id": 1, "duration": 30, "constraint": "between 12:15pm and 3:15pm", "min_time": "10:00", "max_time": "16:00"}, "2": {"event_id": 2, "duration": 30, "constraint": "after 2pm", "min_time": "10:00", "max_time": "16:00"}, "3": {"event_id": 3, "duration": 45, "constraint": "after 10am", "min_time": "10:00", "max_time": "16:00"}, "4": {"event_id": 4, "duration": 30, "constraint": "after 2:15pm", "min_time": "10:00", "max_time": "16:00"}, "5": {"event_id": 5, "duration": 60, "constraint": "at 12:15pm", "min_time": "10:00", "max_time": "16:00"}, "6": {"event_id": 6, "duration": 60, "constraint": "at 2pm", "min_time": "10:00", "max_time": "16:00"}}} +{"responses_create_params": {"input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in your response if the user asks to add/update an event. Do this even if you decide the calendar state should be unchanged based on the user's requested update.\ne.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system"}, {"content": "Hey, could you please add a new event to my calendar? It's a community outreach: virtual talk on water quality for local high school students, lasting about 45 minutes (event id: 0). Thanks!", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could we schedule the community outreach talk to start at or after 11:45\u202fam? (event id: 0)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"11:45\", \"duration\": 45}]", "role": "assistant"}, {"content": "Thanks! I'm looking forward to the talk. I've been pulling together some slides on water quality, focusing on the basics of sampling and analysis so the high school students can see how we monitor contaminants. I also plan to remind the junior techs about proper sample handling and safety protocols before I log on. It's always rewarding to pass on what we've learned over the decades and see the next generation get excited about environmental health.", "role": "user"}, {"content": "I\u2019m glad to hear you\u2019re excited about the talk! It sounds like you\u2019ve put a lot of thought into making the presentation both informative and engaging for the students. If you\u2019d like any help with the slide deck\u2014such as refining the content, adding visual elements, or ensuring the safety protocols are clear\u2014just let me know. Good luck with the session!", "role": "assistant"}, {"content": "Could you add a SOP development workshop: drafting new protocol for water sample analysis to my calendar? It should be a 45\u2011minute slot. (event id: 1)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you please set the SOP development workshop (event id: 1) for 11:45\u202fam? Thanks!", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}]", "role": "assistant"}, {"content": "Thanks for setting that. I\u2019m looking forward to the workshop \u2013 it\u2019ll be a good chance to walk the team through the new water sample analysis SOP and make sure everyone\u2019s on the same page. I\u2019ve been fine\u2011tuning the draft and hope it\u2019ll help us keep our data quality high while reinforcing safety practices. I also hope the junior staff will feel more confident after we run through the steps together.", "role": "user"}, {"content": "I\u2019m glad the schedule is working for you! It sounds like the SOP workshop will be a valuable session for the team. If you\u2019d like any assistance with the draft\u2014such as polishing the language, adding checklists, or creating visual aids to walk through the steps\u2014just let me know. Good luck with the workshop, and feel free to reach out if you need anything else!", "role": "assistant"}, {"content": "Could you add the cross-departmental meeting: environmental data integration with epidemiology team to the calendar? It should be a 30\u2011minute slot. (event id: 2)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Could we make sure the cross\u2011departmental data integration meeting (event id: 2) wraps up by 2:45\u202fpm? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks for handling that. I've been polishing the SOP for the data integration workflow and ensuring the junior analysts are comfortable with the new procedures. It's always rewarding to see different teams collaborate, especially when it advances our public health goals. Looking forward to a focused discussion.", "role": "user"}, {"content": "I\u2019m glad to hear the SOP and the upcoming discussion are shaping up well! It sounds like you\u2019ve built a solid foundation for the data integration workflow and are helping the junior analysts feel confident. If you need any assistance\u2014whether it\u2019s refining the SOP language, creating visual aids for the meeting, or preparing a concise agenda\u2014just let me know. Good luck with the discussion!", "role": "assistant"}, {"content": "Hey, could you add a 30\u2011minute mentorship session titled \"Mentorship session: troubleshooting chromatography with junior analyst\" to the calendar (event id: 3)? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks for adding that. I\u2019m glad we\u2019ve got the mentorship session on the calendar \u2013 it\u2019ll be a good chance to walk the junior analyst through some of the quirks of chromatography and reinforce our safety protocols. I\u2019ve been polishing the SOP for the data integration workflow and it\u2019s finally shaping up into a clear, step\u2011by\u2011step guide that the team can follow without confusion. It\u2019s satisfying to see the younger staff gain confidence and start asking thoughtful questions about method validation. I also spent some time this morning reviewing the latest water\u2011quality monitoring data; the trends are encouraging, and it reminds me why we keep pushing for rigorous, reproducible methods. Looking forward to seeing the impact of these efforts on our community health outcomes.", "role": "user"}, {"content": "I\u2019m glad to hear everything is coming together so smoothly! It sounds like the mentorship session will be a valuable hands\u2011on opportunity for the junior analyst, and the SOP you\u2019ve refined will help keep the data\u2011integration workflow clear and reproducible. If you\u2019d like any help polishing the mentorship agenda, creating quick reference sheets for chromatography troubleshooting, or visualizing the latest monitoring trends, just let me know. Good luck with all the upcoming sessions\u2014your efforts are clearly making a positive impact on both the team and the community\u2019s health outcomes.", "role": "assistant"}, {"content": "Hey, could you add a 90\u2011minute slot for Equipment maintenance: calibration of gas chromatography-mass spectrometer to the calendar (event id: 4)? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}]", "role": "assistant"}, {"content": "I appreciate the quick addition of the GC-MS calibration slot - keeping that instrument humming is key to the reproducibility of our water-quality data. I've been thinking about how the new SOP for data integration will dovetail nicely with the maintenance schedule, giving the junior analyst a clear picture of how each step in the workflow depends on well-tuned hardware. It's rewarding to see the team's confidence grow, especially when they start spotting subtle shifts in chromatograms that could signal a method drift. Knowing that our work feeds directly into community health reports keeps me motivated, even after all these years.", "role": "user"}, {"content": "I\u2019m glad the GC\u2011MS calibration slot fits well into your workflow and that the new SOP is helping the team see the connections between hardware maintenance and data integration. If you\u2019d like any help\u2014such as creating a quick reference guide that ties the calibration steps to the SOP, drafting a checklist for the junior analyst, or visualizing method\u2011drift indicators in your chromatograms\u2014just let me know. Keep up the great work; the impact on community health reports is truly meaningful.", "role": "assistant"}, {"content": "Could you please add a 75\u2011minute slot for Lab safety audit: review of chemical storage compliance (event id: 5) to the calendar? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}]", "role": "assistant"}, {"content": "Hey, could you please set the equipment calibration (event id: 4) to start at or after 1:15\u202fpm? That timing would line up nicely with the afternoon sample prep and give the junior analyst a clear window to observe the instrument warm\u2011up. Thanks!", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}]", "role": "assistant"}, {"content": "Could you please add a 45\u2011minute slot for One-on-one performance review: junior staff member Alex (event id: 6) to the calendar? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"11:00\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you please set the mentorship session (event id: 3) for 11:15\u202fam? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"11:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"10:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you please set the safety audit (event id: 5) to start at or after 10\u202fam? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"11:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"10:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could we set the performance review (event id: 6) to start at or after 12:15\u202fpm? Thanks.", "role": "user"}], "tools": []}, "exp_cal_state": {"0": {"event_id": 0, "duration": 45, "constraint": "after 11:45am", "min_time": "10:00", "max_time": "16:00"}, "1": {"event_id": 1, "duration": 45, "constraint": "at 11:45am", "min_time": "10:00", "max_time": "16:00"}, "2": {"event_id": 2, "duration": 30, "constraint": "before 2:45pm", "min_time": "10:00", "max_time": "16:00"}, "3": {"event_id": 3, "duration": 30, "constraint": "at 11:15am", "min_time": "10:00", "max_time": "16:00"}, "4": {"event_id": 4, "duration": 90, "constraint": "after 1:15pm", "min_time": "10:00", "max_time": "16:00"}, "5": {"event_id": 5, "duration": 75, "constraint": "after 10am", "min_time": "10:00", "max_time": "16:00"}, "6": {"event_id": 6, "duration": 45, "constraint": "after 12:15pm", "min_time": "10:00", "max_time": "16:00"}}} +{"responses_create_params": {"input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system"}, {"content": "Hey, could you slot in an Incident Response Drill: Simulated Ransomware Attack for a quick 30\u2011minute run? (event id: 0)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, could we lock the Incident Response Drill: Simulated Ransomware Attack (event id: 0) in for 1\u202fpm? Thanks!", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Thanks for locking that in. I'm finalizing the ransomware scenario visual\u2014turning the encryption cascade into a heat map so the team can see the spread in real time. I\u2019m hoping the drill will spark some creative thinking about lateral movement detection. After the drill, I\u2019ll walk the junior analysts through the playbook to show how the abstract threat translates into concrete steps.", "role": "user"}, {"content": "Sounds great! It\u2019ll be a valuable hands\u2011on session for the team. Here\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, could you add a 60\u2011minute Risk Assessment Review with Finance Team (event id: 1) to the calendar? Thanks!", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Thanks for adding that. I\u2019m pulling together a concise briefing for the Finance team that ties the ransomware heat map into a clear financial impact story\u2014showing how an encryption cascade can erode revenue in minutes. I\u2019ll weave in a short narrative about a compromised credential spreading laterally, to make the risk feel concrete. I\u2019m looking forward to the discussion and using the insights to sharpen our detection playbooks.", "role": "user"}, {"content": "Glad to hear the briefing is coming together\u2014linking the ransomware heat map to financial impact will make the risk tangible for the Finance team and help sharpen detection playbooks.\n\nHere\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant"}, {"content": "Hey, could you add a 45\u2011minute Security Awareness Training: Storytelling for Phishing Prevention (event id: 2) to the calendar? Thanks!", "role": "user"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"11:00\", \"duration\": 45}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Could you slot the Security Awareness Training: Storytelling for Phishing Prevention (event id: 2) sometime between 2:30\u202fpm and 4\u202fpm?", "role": "user"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Thanks! I'm looking forward to the session\u2014I'll be using a vivid story about a phishing email masquerading as a trusted vendor to help the team visualize the attack path. It's always rewarding to see how a good narrative can turn abstract risk into something concrete for everyone, especially the newer analysts I'm mentoring.", "role": "user"}, {"content": "Glad to hear the training plan is shaping up! Here\u2019s the updated calendar:\n\n[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you add a One-on-One Mentoring Session with Junior Analyst Emma to my calendar? It should be a 30\u2011minute slot (event id: 3).", "role": "user"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 3, \"event_name\": \"One-on-One Mentoring Session with Junior Analyst Emma\", \"start_time\": \"11:00\", \"duration\": 30}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you please schedule the Risk Assessment Review (event id: 1) for a slot between 10:00\u202fam and 12:45\u202fpm? I'd like to align it with my morning threat\u2011modeling walkthrough.", "role": "user"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 3, \"event_name\": \"One-on-One Mentoring Session with Junior Analyst Emma\", \"start_time\": \"11:00\", \"duration\": 30}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Hey, could you add a Threat Landscape Visualization Workshop: Mapping Advanced Persistent Threats for a 75\u2011minute slot? (event id: 4)", "role": "user"}], "tools": []}, "exp_cal_state": {"0": {"event_id": 0, "duration": 30, "constraint": "at 1pm", "min_time": "10:00", "max_time": "16:00"}, "1": {"event_id": 1, "duration": 60, "constraint": "between 10am and 12:45pm", "min_time": "10:00", "max_time": "16:00"}, "2": {"event_id": 2, "duration": 45, "constraint": "between 2:30pm and 4pm", "min_time": "10:00", "max_time": "16:00"}, "3": {"event_id": 3, "duration": 30, "constraint": null, "min_time": "10:00", "max_time": "16:00"}, "4": {"event_id": 4, "duration": 75, "constraint": null, "min_time": "10:00", "max_time": "16:00"}}} +{"responses_create_params": {"input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in your response if the user asks to add/update an event. Do this even if you decide the calendar state should be unchanged based on the user's requested update.\ne.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system"}, {"content": "Hey, could you add a 45\u2011minute \"1:1 Risk Assessment Review with Senior Manager\" to my calendar? (event id: 0)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant"}, {"content": "Could you set the Risk assessment 1:1 (event id: 0) for 11:30am?", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}]", "role": "assistant"}, {"content": "Can you add a 30\u2011minute \"Competitive Benchmarking Deep Dive: Industry Best Practices\" to my calendar? (event id: 1)", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "Could you adjust the Competitive Benchmarking Deep Dive: Industry Best Practices (event id: 1) so it ends by 3:45\u202fpm?", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant"}, {"content": "I'm already pulling the latest sales and cost data from the warehouse using a SQL query, then feeding it into a Power\u202fBI model so I can spot any gaps before the deep dive. I'm also running a quick Python script to scrape competitor pricing from their public reports, just to make sure we have a solid baseline. My plan is to clean the data in Excel with Power Query, double\u2011check for any outliers, and have a Tableau dashboard ready to illustrate the key benchmarks. I'm keen to see how our numbers stack up, but I'll keep a close eye on data quality \u2013 a single anomaly could skew the whole analysis. The competitive drive pushes me to benchmark aggressively, yet I'm still skeptical about any assumptions until the numbers are fully validated.", "role": "user"}, {"content": "Sounds like you have a solid end\u2011to\u2011end pipeline shaping up! Here are a few quick pointers that might help tighten each step and keep the \u201csingle\u2011anomaly\u2011skew\u2011risk\u201d under control:\n\n### 1. SQL\u202f\u2192\u202fPower\u202fBI (raw extraction)\n- **Incremental loads** \u2013 If the warehouse is large, pull only new/changed rows (e.g., using a `last_modified` timestamp) to keep refresh times low.\n- **Data profiling** \u2013 Most SQL IDEs (SSMS, Azure Data Studio) let you view column statistics (null % , distinct values, min/max). Spot outliers early.\n\n### 2. Python scraper\n- **Respect robots.txt / terms of service** \u2013 Even for public reports, it\u2019s good practice to throttle requests (e.g., `time.sleep(1\u20132)` between calls) and add a custom `User\u2011Agent`.\n- **Error handling** \u2013 Wrap each request in a `try/except` block; log HTTP status codes and fallback to cached data if a site is temporarily unavailable.\n- **Data validation** \u2013 After scraping, run sanity checks (e.g., price ranges, currency consistency) before feeding into the downstream model.\n\n### 3. Power Query (Excel) cleaning\n- **Column type enforcement** \u2013 Explicitly set data types (text, number, date) to avoid implicit conversions that can hide issues.\n- **Duplicate detection** \u2013 Use \u201cRemove Duplicates\u201d on a composite key (e.g., product\u202f+\u202fdate\u202f+\u202fregion) to eliminate double\u2011counted rows.\n- **Outlier flagging** \u2013 Add a custom column that flags values beyond a statistical threshold (e.g., >\u202f3\u202f\u00d7\u202fIQR or >\u202f2\u202f\u03c3). You can then review those rows manually.\n\n### 4. Tableau dashboard\n- **Parameter\u2011driven filters** \u2013 Let users toggle an \u201cOutlier\u202fView\u201d on/off so they can see the raw vs. cleaned data side by side.\n- **Data source alerts** \u2013 Tableau Server/Online can send email alerts when a data refresh fails or when a metric crosses a defined threshold.\n- **Version control** \u2013 Keep a copy of the .twb/.twbx in a Git repo (or at least a dated folder) so you can roll back if a new calculation introduces a bug.\n\n### 5. General \u201csingle anomaly\u201d safeguards\n| Step | Guardrail | How to Implement |\n|------|-----------|------------------|\n| **Extraction** | Row\u2011count sanity check | Compare row count from source vs. rows loaded into Power\u202fBI. |\n| **Scraping** | Duplicate URL detection | Store a hash of each page\u2019s content; if the hash repeats, skip re\u2011processing. |\n| **Cleaning** | Automated statistical tests | Use `=STDEV.P()` and `=AVERAGE()` in Excel to compute Z\u2011scores; flag |Z|\u202f>\u202f2.5. |\n| **Visualization** | Drill\u2011through capability | Enable users to click a data point and see the underlying row(s) that contributed to it. |\n| **Documentation** | Data\u2011dictionary & lineage | Keep a simple markdown file that maps source fields \u2192 transformed fields \u2192 dashboard metrics. |\n\n### Quick \u201cone\u2011off\u201d sanity check script (Python\u202f+\u202fpandas)\n\n```python\nimport pandas as pd\n\n# Load cleaned Excel sheet\ndf = pd.read_excel('cleaned_data.xlsx')\n\n# Flag extreme outliers (beyond 3 standard deviations)\nnumeric_cols = df.select_dtypes(include='number').columns\noutliers = pd.DataFrame()\n\nfor col in numeric_cols:\n mean = df[col].mean()\n std = df[col].std()\n mask = (df[col] - mean).abs() > 3 * std\n outliers = outliers.append(df[mask][[col]])\n\nprint(f\"Found {len(outliers)} potential outliers:\")\nprint(outliers.head())\n```\n\nRun this after your Power Query step; any rows it prints can be inspected in Excel before you push the file to Tableau.\n\n---\n\n**Bottom line:** By embedding validation checks at each hand\u2011off (SQL \u2192 Python \u2192 Excel \u2192 Tableau), you\u2019ll catch the \u201csingle anomaly\u201d early and keep your benchmark analysis trustworthy. If you need deeper help on any particular stage\u2014e.g., writing a more robust scraper, setting up incremental Power\u202fBI refreshes, or building a Tableau calculated field\u2014just let me know!", "role": "assistant"}, {"content": "Could you add Advanced Excel Macro Optimization Workshop (event id: 2) to my calendar? I need it to be a 30\u2011minute slot.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Could you schedule the Advanced Excel Macro Optimization Workshop (event id: 2) for a slot sometime between 10:00\u202fam and 11:15\u202fam? Thanks.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant"}, {"content": "Hey, can you add Stakeholder Presentation: Quarterly KPI Dashboard Insights (event id: 3) to my calendar? I need a 60\u2011minute slot.", "role": "user"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Stakeholder Presentation: Quarterly KPI Dashboard Insights\", \"start_time\": \"12:15\", \"duration\": 60}]", "role": "assistant"}, {"content": "Could you please slot the Stakeholder Presentation: Quarterly KPI Dashboard Insights (event id: 3) sometime between 10:00\u202fam and 12:30\u202fpm? Thanks.", "role": "user"}], "tools": []}, "exp_cal_state": {"0": {"event_id": 0, "duration": 45, "constraint": "at 11:30am", "min_time": "10:00", "max_time": "16:00"}, "1": {"event_id": 1, "duration": 30, "constraint": "before 3:45pm", "min_time": "10:00", "max_time": "16:00"}, "2": {"event_id": 2, "duration": 30, "constraint": "between 10am and 11:15am", "min_time": "10:00", "max_time": "16:00"}, "3": {"event_id": 3, "duration": 60, "constraint": "between 10am and 12:30pm", "min_time": "10:00", "max_time": "16:00"}}} diff --git a/resources_servers/calendar/data/example_rollouts.jsonl b/resources_servers/calendar/data/example_rollouts.jsonl new file mode 100644 index 000000000..8014cd42c --- /dev/null +++ b/resources_servers/calendar/data/example_rollouts.jsonl @@ -0,0 +1,5 @@ +{"responses_create_params": {"background": null, "include": null, "input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system", "type": "message"}, {"content": "Hey, could you add a new event titled \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\"? It should be a 60\u2011minute slot. (event id: 0)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Could you slot the Q4 sprint planning (event id: 0) somewhere between 10:00\u202fam and 11:45\u202fam?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a new event titled \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\"? It should be a 60\u2011minute slot. (event id: 1)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Could you please slot the Data Visualization Review (event id: 1) so it wraps up by 1:45\u202fpm?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Thanks! I\u2019m glad we\u2019ll have it wrapped up by 1:45\u202fpm. I\u2019ve been polishing the interactive sales performance dashboard prototype and can\u2019t wait to see how the team\u2019s feedback shapes the next iteration. I\u2019m especially excited about weaving a bit more narrative flow into the visualizations\u2014maybe subtle animation to guide the user\u2019s eye\u2014so the story the data tells feels as compelling as a well\u2011crafted piece of art. Moments like this feel like stepping stones toward my goal of a senior architect role where technology and the arts truly intersect.", "role": "user", "type": "message"}], "instructions": null, "max_output_tokens": null, "max_tool_calls": null, "metadata": null, "model": null, "parallel_tool_calls": true, "previous_response_id": null, "prompt": null, "reasoning": null, "service_tier": null, "store": null, "temperature": null, "text": null, "tool_choice": "auto", "tools": [], "top_logprobs": null, "top_p": null, "truncation": null, "user": null, "stream": null}, "response": {"id": "resp_44546428828842fe87d74e3d38430413", "created_at": 1762814657.0, "error": null, "incomplete_details": null, "instructions": null, "metadata": null, "model": "Qwen/Qwen3-8B", "object": "response", "output": [{"id": "rs_8df4149cbedb4e75b10b89959c21991d", "summary": [{"text": "\nOkay, the user just thanked me for scheduling the Data Visualization Review by 1:45 pm. They mentioned they're excited about the feedback and their goals for a senior architect role. Let me check the calendar to make sure everything's still good.\n\nLooking at the current events: Event 0 is from 10:00 to 11:00, and Event 1 is from 11:00 to 12:00. Wait, the user wanted Event 1 to wrap up by 1:45 pm. But right now, it ends at 12:00. That's a conflict. Oh, but the previous response didn't change it. Did I make a mistake?\n\nWait, the user said \"wraps up by 1:45 pm,\" which means the end time should be 1:45. Since the event is 60 minutes, the start time should be 12:45 pm. But there's an existing event at 11:00-12:00. If I move Event 1 to 12:45, does that conflict with anything? Let me check the time slots.\n\nThe existing Event 0 is 10:00-11:00. Then, if Event 1 starts at 12:45, it ends at 1:45, which is within the allowed 10am-4pm window. That should work. But why wasn't it adjusted before? Maybe I missed the constraint. The user's original request was to have it wrap up by 1:45, so the end time is 1:45, which requires the start time to be 12:45. So the correct start time is 12:45, not 11:00. \n\nWait, the previous response didn't change it. Did the user not specify a start time, just the end time? So I need to adjust Event 1 to start at 12:45, duration 60, ending at 1:45. But there's no other event conflicting with that. So the correct calendar should have Event 1 at 12:45. But in the previous response, it was at 11:00. That's an error. \n\nSo the correct action is to reschedule Event 1 to 12:45. Let me make sure there's no overlap. The existing Event 0 ends at 11:00, so 12:45 is available. So the new calendar should have Event 1 starting at 12:45. But the user hasn't mentioned any other constraints, so this should be the correct adjustment. Therefore, the JSON should reflect that change.\n", "type": "summary_text"}], "type": "reasoning", "encrypted_content": null}, {"id": "msg_145cbb32f4714554976d232a3b2d4c67", "content": [{"annotations": [], "text": "\n\n[{\"event_id\": 0, \"event_name\": \"Sprint Planning for Q4 Release: Aligning user stories and technical tasks\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Data Visualization Review: Feedback session on the interactive sales performance dashboard prototype\", \"start_time\": \"12:45\", \"duration\": 60}]", "type": "output_text", "logprobs": null}], "role": "assistant", "status": "completed", "type": "message"}], "parallel_tool_calls": true, "temperature": null, "tool_choice": "auto", "tools": [], "top_p": null, "background": null, "conversation": null, "max_output_tokens": null, "max_tool_calls": null, "previous_response_id": null, "prompt": null, "prompt_cache_key": null, "reasoning": null, "safety_identifier": null, "service_tier": null, "status": null, "text": null, "top_logprobs": null, "truncation": null, "usage": null, "user": null}, "reward": 1.0} +{"responses_create_params": {"background": null, "include": null, "input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in your response if the user asks to add/update an event. Do this even if you decide the calendar state should be unchanged based on the user's requested update.\ne.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system", "type": "message"}, {"content": "Hey, could you add a 45\u2011minute \"1:1 Risk Assessment Review with Senior Manager\" to my calendar? (event id: 0)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you set the Risk assessment 1:1 (event id: 0) for 11:30am?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Can you add a 30\u2011minute \"Competitive Benchmarking Deep Dive: Industry Best Practices\" to my calendar? (event id: 1)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Could you adjust the Competitive Benchmarking Deep Dive: Industry Best Practices (event id: 1) so it ends by 3:45\u202fpm?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "I'm already pulling the latest sales and cost data from the warehouse using a SQL query, then feeding it into a Power\u202fBI model so I can spot any gaps before the deep dive. I'm also running a quick Python script to scrape competitor pricing from their public reports, just to make sure we have a solid baseline. My plan is to clean the data in Excel with Power Query, double\u2011check for any outliers, and have a Tableau dashboard ready to illustrate the key benchmarks. I'm keen to see how our numbers stack up, but I'll keep a close eye on data quality \u2013 a single anomaly could skew the whole analysis. The competitive drive pushes me to benchmark aggressively, yet I'm still skeptical about any assumptions until the numbers are fully validated.", "role": "user", "type": "message"}, {"content": "Sounds like you have a solid end\u2011to\u2011end pipeline shaping up! Here are a few quick pointers that might help tighten each step and keep the \u201csingle\u2011anomaly\u2011skew\u2011risk\u201d under control:\n\n### 1. SQL\u202f\u2192\u202fPower\u202fBI (raw extraction)\n- **Incremental loads** \u2013 If the warehouse is large, pull only new/changed rows (e.g., using a `last_modified` timestamp) to keep refresh times low.\n- **Data profiling** \u2013 Most SQL IDEs (SSMS, Azure Data Studio) let you view column statistics (null % , distinct values, min/max). Spot outliers early.\n\n### 2. Python scraper\n- **Respect robots.txt / terms of service** \u2013 Even for public reports, it\u2019s good practice to throttle requests (e.g., `time.sleep(1\u20132)` between calls) and add a custom `User\u2011Agent`.\n- **Error handling** \u2013 Wrap each request in a `try/except` block; log HTTP status codes and fallback to cached data if a site is temporarily unavailable.\n- **Data validation** \u2013 After scraping, run sanity checks (e.g., price ranges, currency consistency) before feeding into the downstream model.\n\n### 3. Power Query (Excel) cleaning\n- **Column type enforcement** \u2013 Explicitly set data types (text, number, date) to avoid implicit conversions that can hide issues.\n- **Duplicate detection** \u2013 Use \u201cRemove Duplicates\u201d on a composite key (e.g., product\u202f+\u202fdate\u202f+\u202fregion) to eliminate double\u2011counted rows.\n- **Outlier flagging** \u2013 Add a custom column that flags values beyond a statistical threshold (e.g., >\u202f3\u202f\u00d7\u202fIQR or >\u202f2\u202f\u03c3). You can then review those rows manually.\n\n### 4. Tableau dashboard\n- **Parameter\u2011driven filters** \u2013 Let users toggle an \u201cOutlier\u202fView\u201d on/off so they can see the raw vs. cleaned data side by side.\n- **Data source alerts** \u2013 Tableau Server/Online can send email alerts when a data refresh fails or when a metric crosses a defined threshold.\n- **Version control** \u2013 Keep a copy of the .twb/.twbx in a Git repo (or at least a dated folder) so you can roll back if a new calculation introduces a bug.\n\n### 5. General \u201csingle anomaly\u201d safeguards\n| Step | Guardrail | How to Implement |\n|------|-----------|------------------|\n| **Extraction** | Row\u2011count sanity check | Compare row count from source vs. rows loaded into Power\u202fBI. |\n| **Scraping** | Duplicate URL detection | Store a hash of each page\u2019s content; if the hash repeats, skip re\u2011processing. |\n| **Cleaning** | Automated statistical tests | Use `=STDEV.P()` and `=AVERAGE()` in Excel to compute Z\u2011scores; flag |Z|\u202f>\u202f2.5. |\n| **Visualization** | Drill\u2011through capability | Enable users to click a data point and see the underlying row(s) that contributed to it. |\n| **Documentation** | Data\u2011dictionary & lineage | Keep a simple markdown file that maps source fields \u2192 transformed fields \u2192 dashboard metrics. |\n\n### Quick \u201cone\u2011off\u201d sanity check script (Python\u202f+\u202fpandas)\n\n```python\nimport pandas as pd\n\n# Load cleaned Excel sheet\ndf = pd.read_excel('cleaned_data.xlsx')\n\n# Flag extreme outliers (beyond 3 standard deviations)\nnumeric_cols = df.select_dtypes(include='number').columns\noutliers = pd.DataFrame()\n\nfor col in numeric_cols:\n mean = df[col].mean()\n std = df[col].std()\n mask = (df[col] - mean).abs() > 3 * std\n outliers = outliers.append(df[mask][[col]])\n\nprint(f\"Found {len(outliers)} potential outliers:\")\nprint(outliers.head())\n```\n\nRun this after your Power Query step; any rows it prints can be inspected in Excel before you push the file to Tableau.\n\n---\n\n**Bottom line:** By embedding validation checks at each hand\u2011off (SQL \u2192 Python \u2192 Excel \u2192 Tableau), you\u2019ll catch the \u201csingle anomaly\u201d early and keep your benchmark analysis trustworthy. If you need deeper help on any particular stage\u2014e.g., writing a more robust scraper, setting up incremental Power\u202fBI refreshes, or building a Tableau calculated field\u2014just let me know!", "role": "assistant", "type": "message"}, {"content": "Could you add Advanced Excel Macro Optimization Workshop (event id: 2) to my calendar? I need it to be a 30\u2011minute slot.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Could you schedule the Advanced Excel Macro Optimization Workshop (event id: 2) for a slot sometime between 10:00\u202fam and 11:15\u202fam? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can you add Stakeholder Presentation: Quarterly KPI Dashboard Insights (event id: 3) to my calendar? I need a 60\u2011minute slot.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Stakeholder Presentation: Quarterly KPI Dashboard Insights\", \"start_time\": \"12:15\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Could you please slot the Stakeholder Presentation: Quarterly KPI Dashboard Insights (event id: 3) sometime between 10:00\u202fam and 12:30\u202fpm? Thanks.", "role": "user", "type": "message"}], "instructions": null, "max_output_tokens": null, "max_tool_calls": null, "metadata": null, "model": null, "parallel_tool_calls": true, "previous_response_id": null, "prompt": null, "reasoning": null, "service_tier": null, "store": null, "temperature": null, "text": null, "tool_choice": "auto", "tools": [], "top_logprobs": null, "top_p": null, "truncation": null, "user": null, "stream": null}, "response": {"id": "resp_8721329a259f4068823c5180372a7423", "created_at": 1762814664.0, "error": null, "incomplete_details": null, "instructions": null, "metadata": null, "model": "Qwen/Qwen3-8B", "object": "response", "output": [{"id": "rs_9839d115a72a43ea8237607138c91b1b", "summary": [{"text": "\nOkay, let me try to figure out how to handle this. The user wants to schedule the Stakeholder Presentation (event id: 3) between 10:00 am and 12:30 pm. The existing events are:\n\n- Event 0: 11:30 AM, 45 minutes (ends at 12:15 PM)\n- Event 1: 10:00 AM, 30 minutes (ends at 10:30 AM)\n- Event 2: 10:30 AM, 30 minutes (ends at 11:00 AM)\n- Event 3: Currently scheduled at 12:15 PM, 60 minutes (ends at 1:15 PM)\n\nThe user wants event 3 to start between 10:00 AM and 12:30 PM. Let's check the available time slots.\n\nFirst, the existing events occupy from 10:00 AM to 12:15 PM. The user's new event is 60 minutes long, so it needs a block of 60 minutes. Let's see the possible slots:\n\n- From 10:00 AM to 10:30 AM: But event 1 is already there from 10:00-10:30. So that's taken.\n- 10:30 AM to 11:00 AM: Event 2 is there. Taken.\n- 11:00 AM to 11:30 AM: Free? Let's check. Event 0 starts at 11:30, so this slot is free. But the user wants the event to end by 12:30 PM. If we start at 11:00 AM, it would end at 12:00 PM, which is within the requested time frame. That's a possible slot.\n\nWait, but the user's request is for the event to be between 10:00 AM and 12:30 PM. So starting at 11:00 AM would end at 12:00 PM, which fits. Alternatively, maybe there's a later slot.\n\nWait, the current event 3 is at 12:15 PM, which ends at 1:15 PM. The user wants it to be between 10:00 AM and 12:30 PM. So the current slot is after 12:30 PM, which is outside the user's requested time frame. So we need to reschedule event 3 to a slot that starts between 10:00 AM and 12:30 PM.\n\nBut the existing events are:\n\n- 10:00-10:30 (event 1)\n- 10:30-11:00 (event 2)\n- 11:30-12:15 (event 0)\n- 12:15-1:15 (event 3)\n\nSo the available time between 10:00 AM and 12:30 PM is from 11:00 AM to 11:30 AM (since event 0 starts at 11:30). Wait, no. Let me map the timeline:\n\nFrom 10:00 AM to 10:30 AM: event 1\n10:30 AM to 11:00 AM: event 2\n11:00 AM to 11:30 AM: free\n11:30 AM to 12:15 PM: event 0\n12:15 PM to 1:15 PM: event 3\n\nSo the free slot between 11:00 AM and 11:30 AM is 30 minutes. But the new event is 60 minutes long. So that's not enough. Then, after event 0 ends at 12:15 PM, the next slot is from 12:15 PM to 12:30 PM, which is 15 minutes. Not enough. So there's no available slot between 10:00 AM and 12:30 PM that can fit a 60-minute event. Wait, unless we can reschedule existing events to make space.\n\nBut according to the rules, when adding a new event, if there's a conflict, we need to reschedule existing events to the next available slot that respects all constraints. However, the user hasn't mentioned any constraints for event 3 except the time frame. So the new event (event 3) needs to be scheduled between 10:00 AM and 12:30 PM. Let's check if there's any possible slot.\n\nLooking at the existing events:\n\n- Event 1 (10:00-10:30)\n- Event 2 (10:30-11:00)\n- Event 0 (11:30-12:15)\n- Event 3 (12:15-1:15)\n\nSo the only possible time between 10:00 AM and 12:30 PM is from 11:00 AM to 11:30 AM (30 minutes), but that's not enough for a 60-minute event. Then, after event 0 ends at 12:15 PM, the next available time is 12:30 PM, but that's only 15 minutes until 12:30 PM, which is the end of the user's requested time frame. So there's no slot available. Therefore, the new event can't be scheduled without conflicting with existing events. However, the user wants it to be scheduled between 10:00 AM and 12:30 PM. So maybe we need to reschedule existing events to make space.\n\nBut the rules state that when a new event is added, if there's a conflict, existing events should be rescheduled to the next available slot. However, the user hasn't specified any constraints for the existing events, so we need to check if there's any way to fit event 3 into the time frame.\n\nWait, perhaps the existing event 0 (11:30-12:15) can be moved to a later time. Let's see. If we move event 0 to 12:30 PM, but that would end at 1:15 PM, which is after 12:30 PM. However, the user's request is for event 3 to end by 12:30 PM. Wait, the user said \"sometime between 10:00 am and 12:30 pm\". The event is 60 minutes long. So the latest possible start time is 12:30 PM - 60 minutes = 11:30 AM. So the event must start between 10:00 AM and 11:30 AM, and end by 12:30 PM.\n\nBut the existing events are taking up from 10:00 AM to 11:30 AM (events 1 and 2), and event 0 starts at 11:30 AM. So the only available slot is from 11:30 AM to 12:15 PM (event 0). But that's overlapping with the user's desired time frame. Wait, the user wants the event to be between 10:00 AM and 12:30 PM. So starting at 11:30 AM would end at 12:30 PM, which is exactly the upper limit. So maybe we can adjust event 0 to start later.\n\nLet me think: If we move event 0 (which is 45 minutes) to start at 12:15 PM, then it would end at 1:00 PM. But the user's event 3 needs to be scheduled between 10:00 AM and 12:30 PM. If event 0 is moved to 12:15 PM, then the time from 11:30 AM to 12:15 PM is free. That's 45 minutes. Not enough for a 60-minute event. So that's not enough.\n\nAlternatively, maybe we can move event 0 to 12:30 PM, which would end at 1:15 PM. Then, the slot from 11:30 AM to 12:30 PM is free (45 minutes). Still not enough.\n\nWait, the user's event is 60 minutes. So it needs a 60-minute block. The only possible time is from 10:00 AM to 10:30 AM (but event 1 is there), 10:30-11:00 (event 2), 11:00-11:30 (free), 11:30-12:15 (event 0), 12:15-1:15 (event 3). So the only possible time is 11:00 AM to 11:30 AM (30 minutes) and then 12:15-12:30 (15 minutes). Neither is enough.\n\nTherefore, there's no available slot between 10:00 AM and 12:30 PM that can fit a 60-minute event without conflicting with existing events. But the user is asking to schedule it in that time frame. So perhaps the assistant needs to reschedule existing events to make space.\n\nWait, the rules say that if a new event conflicts, automatically reschedule events to the next available slot that respects all active constraints. However, the existing events don't have any constraints mentioned, so we can reschedule them as needed.\n\nSo, the new event is 60 minutes, needs to be between 10:00 AM and 12:30 PM. Let's try to find a slot.\n\nOption: Move event 0 (11:30-12:15) to 12:30 PM (ends at 1:15 PM). Then, the slot from 11:30 AM to 12:30 PM is free. That's 60 minutes. So event 3 can be scheduled from 11:30 AM to 12:30 PM. But the user wants it to be between 10:00 AM and 12:30 PM, which this slot satisfies. So that works.\n\nBut moving event 0 would require checking if that's allowed. Since there are no constraints on event 0, it's okay. So the new event would be scheduled at 11:30 AM to 12:30 PM, and event 0 is moved to 12:30 PM to 1:15 PM. That way, all events are non-overlapping and within the time frame.\n\nSo the updated calendar would be:\n\n- Event 1: 10:00-10:30\n- Event 2: 10:30-11:00\n- Event 3: 11:30-12:30\n- Event 0: 12:30-1:15\n\nThis way, event 3 is within the requested time frame (11:30 AM to 12:30 PM), and all events are non-overlapping. The user's request is satisfied.\n", "type": "summary_text"}], "type": "reasoning", "encrypted_content": null}, {"id": "msg_af1b7c6be6504c32bac6911337af9626", "content": [{"annotations": [], "text": "\n\n[{\"event_id\": 0, \"event_name\": \"1:1 Risk Assessment Review with Senior Manager\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Competitive Benchmarking Deep Dive: Industry Best Practices\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Advanced Excel Macro Optimization Workshop\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Stakeholder Presentation: Quarterly KPI Dashboard Insights\", \"start_time\": \"11:30\", \"duration\": 60}]", "type": "output_text", "logprobs": null}], "role": "assistant", "status": "completed", "type": "message"}], "parallel_tool_calls": true, "temperature": null, "tool_choice": "auto", "tools": [], "top_p": null, "background": null, "conversation": null, "max_output_tokens": null, "max_tool_calls": null, "previous_response_id": null, "prompt": null, "prompt_cache_key": null, "reasoning": null, "safety_identifier": null, "service_tier": null, "status": null, "text": null, "top_logprobs": null, "truncation": null, "usage": null, "user": null}, "reward": 0.0} +{"responses_create_params": {"background": null, "include": null, "input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system", "type": "message"}, {"content": "Hey, could you slot in an Incident Response Drill: Simulated Ransomware Attack for a quick 30\u2011minute run? (event id: 0)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, could we lock the Incident Response Drill: Simulated Ransomware Attack (event id: 0) in for 1\u202fpm? Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks for locking that in. I'm finalizing the ransomware scenario visual\u2014turning the encryption cascade into a heat map so the team can see the spread in real time. I\u2019m hoping the drill will spark some creative thinking about lateral movement detection. After the drill, I\u2019ll walk the junior analysts through the playbook to show how the abstract threat translates into concrete steps.", "role": "user", "type": "message"}, {"content": "Sounds great! It\u2019ll be a valuable hands\u2011on session for the team. Here\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a 60\u2011minute Risk Assessment Review with Finance Team (event id: 1) to the calendar? Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Thanks for adding that. I\u2019m pulling together a concise briefing for the Finance team that ties the ransomware heat map into a clear financial impact story\u2014showing how an encryption cascade can erode revenue in minutes. I\u2019ll weave in a short narrative about a compromised credential spreading laterally, to make the risk feel concrete. I\u2019m looking forward to the discussion and using the insights to sharpen our detection playbooks.", "role": "user", "type": "message"}, {"content": "Glad to hear the briefing is coming together\u2014linking the ransomware heat map to financial impact will make the risk tangible for the Finance team and help sharpen detection playbooks.\n\nHere\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a 45\u2011minute Security Awareness Training: Storytelling for Phishing Prevention (event id: 2) to the calendar? Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"11:00\", \"duration\": 45}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Could you slot the Security Awareness Training: Storytelling for Phishing Prevention (event id: 2) sometime between 2:30\u202fpm and 4\u202fpm?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Thanks! I'm looking forward to the session\u2014I'll be using a vivid story about a phishing email masquerading as a trusted vendor to help the team visualize the attack path. It's always rewarding to see how a good narrative can turn abstract risk into something concrete for everyone, especially the newer analysts I'm mentoring.", "role": "user", "type": "message"}, {"content": "Glad to hear the training plan is shaping up! Here\u2019s the updated calendar:\n\n[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you add a One-on-One Mentoring Session with Junior Analyst Emma to my calendar? It should be a 30\u2011minute slot (event id: 3).", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 3, \"event_name\": \"One-on-One Mentoring Session with Junior Analyst Emma\", \"start_time\": \"11:00\", \"duration\": 30}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you please schedule the Risk Assessment Review (event id: 1) for a slot between 10:00\u202fam and 12:45\u202fpm? I'd like to align it with my morning threat\u2011modeling walkthrough.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 3, \"event_name\": \"One-on-One Mentoring Session with Junior Analyst Emma\", \"start_time\": \"11:00\", \"duration\": 30}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a Threat Landscape Visualization Workshop: Mapping Advanced Persistent Threats for a 75\u2011minute slot? (event id: 4)", "role": "user", "type": "message"}], "instructions": null, "max_output_tokens": null, "max_tool_calls": null, "metadata": null, "model": null, "parallel_tool_calls": true, "previous_response_id": null, "prompt": null, "reasoning": null, "service_tier": null, "store": null, "temperature": null, "text": null, "tool_choice": "auto", "tools": [], "top_logprobs": null, "top_p": null, "truncation": null, "user": null, "stream": null}, "response": {"id": "resp_eafbcb2dc0984817bc89e1bfd874f1c1", "created_at": 1762814667.0, "error": null, "incomplete_details": null, "instructions": null, "metadata": null, "model": "Qwen/Qwen3-8B", "object": "response", "output": [{"id": "rs_8fd4ba36df50429a872d62d3acb5d248", "summary": [{"text": "\nOkay, the user wants to add a new event: Threat Landscape Visualization Workshop: Mapping Advanced Persistent Threats, which is 75 minutes long. Let me check the current calendar to see where it can fit without overlapping.\n\nLooking at the existing events:\n- Event 1: 10:00 - 11:00 (60 mins)\n- Event 3: 11:00 - 11:30 (30 mins)\n- Event 0: 13:00 - 13:30 (30 mins)\n- Event 2: 14:30 - 15:15 (45 mins)\n\nThe new event is 75 minutes. Let's see the time slots between existing events. \n\nFrom 11:30 to 13:00 is 1.5 hours. That's 90 minutes. The workshop needs 75, so it could fit here. Starting at 11:30, ending at 13:00 (11:30 + 1.5 hours). Wait, 11:30 + 75 minutes is 13:45, but that's after the Incident Response Drill at 13:00. Wait, no. Let me calculate again.\n\nWait, the existing events are at 10:00-11:00, then 11:00-11:30, then 13:00-13:30, then 14:30-15:15. So between 11:30 and 13:00 is 1 hour and 30 minutes. The workshop is 75 minutes, so that's 1 hour 15 minutes. So starting at 11:30, it would end at 12:45. That leaves 12:45 to 13:00, which is 15 minutes. That's okay. But wait, the user might want the workshop to be in the morning. Alternatively, maybe there's another slot.\n\nWait, the user might prefer the workshop to be in the morning. Let me check the time constraints. The user hasn't specified any constraints for this event, so I can choose the earliest possible slot. But the user previously had the Risk Assessment Review between 10:00 and 12:45, but that's already scheduled. Wait, the Risk Assessment Review is at 10:00-11:00. So the next available slot is after 11:30. The next available time is 11:30 to 13:00. Wait, but the Incident Response Drill is at 13:00. So the workshop could start at 11:30 and end at 13:45 (75 minutes). But that would overlap with the Incident Response Drill at 13:00. Wait, no. If the workshop starts at 11:30 and lasts 75 minutes, it would end at 13:45. The Incident Response Drill is from 13:00 to 13:30. So there's an overlap between 13:00-13:30. That's a conflict. Therefore, that slot isn't available.\n\nSo the next possible slot is after the Incident Response Drill. The next available time is after 13:30. The next event is at 14:30. So between 13:30 and 14:30 is 1 hour. That's only 60 minutes, which isn't enough for a 75-minute workshop. Then, after 14:30, the next slot is 14:30-15:15. But that's only 45 minutes. So the only possible slot is after 15:15, but that's outside the 10am-4pm window. Wait, the user said all events must be between 10am and 4pm. So the latest possible time is 15:00. So 75 minutes would end at 15:00 (starting at 13:45). Wait, 13:45 plus 75 minutes is 15:00. So the workshop could start at 13:45 and end at 15:00. Let's check if that's possible.\n\nCheck existing events:\n- 10:00-11:00\n- 11:00-11:30\n- 13:00-13:30\n- 14:30-15:15\n\nSo from 13:30 to 14:30 is 1 hour. If the workshop starts at 13:45, it would end at 15:00. That would overlap with the 14:30-15:15 event. Wait, 13:45 to 15:00 is 75 minutes. The existing event at 14:30-15:15 would start at 14:30, which is during the workshop's time (13:45-15:00). So that's a conflict. Therefore, that slot isn't available.\n\nWait, maybe the user wants the workshop to be in the morning. Let me check if there's any other possible slot. The only available time is between 11:30 and 13:00, but that's only 1.5 hours. The workshop is 75 minutes, so starting at 11:30 would end at 13:45, which conflicts with the Incident Response Drill at 13:00-13:30. So that's not possible. Alternatively, if the workshop starts at 11:00, but that's already taken by the Risk Assessment Review. Hmm.\n\nWait, maybe there's a mistake in the initial scheduling. Let me check again. The user added the Risk Assessment Review at 10:00-11:00. Then the Mentoring Session at 11:00-11:30. Then the Incident Response Drill at 13:00-13:30. Then the Security Awareness Training at 14:30-15:15. So between 11:30 and 13:00 is 1 hour 30 minutes. If the workshop is 75 minutes, it could start at 11:30 and end at 13:45. But that overlaps with the Incident Response Drill at 13:00-13:30. So that's not allowed. Therefore, the only possible slot is after 13:30. But after 13:30, the next event is at 14:30, which is 1 hour later. So the workshop would need to start at 13:30 and end at 14:45 (13:30 + 75 mins = 14:45). Then, the next event is at 14:30-15:15, which starts at 14:30, which is during the workshop's time (13:30-14:45). So that's a conflict again. \n\nWait, maybe the user wants to move the Incident Response Drill to make space. But according to the rules, I can't ask for confirmation. So I need to find a slot that doesn't conflict. Alternatively, maybe the user is okay with the workshop starting at 11:30 and ending at 13:45, even if it overlaps with the Incident Response Drill. But that's not allowed. So the only option is to move the Incident Response Drill. Wait, but the user hasn't asked to move it. The user's previous request was to schedule the Risk Assessment Review between 10:00 and 12:45, which was already done. So the Incident Response Drill is fixed at 13:00. Therefore, the workshop can't be scheduled in the morning. The only possible slot is after 13:30, but that would conflict with the Security Awareness Training. So the only way is to adjust the Security Awareness Training to make space. But the user hasn't asked to change that. \n\nWait, perhaps the user is okay with the workshop starting at 13:45 and ending at 15:00, which would end at 3:00 PM. The Security Awareness Training is at 14:30-15:15. So if the workshop starts at 13:45 and ends at 15:00, then the Security Awareness Training would have to be moved. But the user hasn't asked to change that. So maybe the user is okay with the workshop starting at 13:45, and the Security Awareness Training would be rescheduled. But according to the rules, I need to reschedule conflicting events automatically. So the workshop at 13:45 would conflict with the Security Awareness Training at 14:30-15:15? No, 13:45-15:00 ends at 15:00, and the Security Awareness Training starts at 14:30. So there's an overlap between 14:30-15:00. Therefore, the workshop can't be scheduled there. \n\nHmm, this is tricky. Maybe the user wants the workshop to be in the morning, but there's no available slot. Therefore, the only option is to schedule it after 15:00, but that's outside the allowed time (10am-4pm). So the user might have to adjust. But according to the rules, I can't ask for confirmation. So maybe the correct answer is to schedule the workshop at 13:45-15:00, even if it overlaps with the Security Awareness Training. But that's not allowed. Alternatively, maybe the user is okay with moving the Security Awareness Training. \n\nWait, the user hasn't mentioned any constraints for the new event. So I need to find a slot that doesn't conflict. The only available slot is between 11:30 and 13:00. Let's check again. If the workshop starts at 11:30 and ends at 13:45, that's 75 minutes. The Incident Response Drill is at 13:00-13:30. So the workshop would end at 13:45, which is after the Incident Response Drill ends at 13:30. Therefore, there's no overlap. Wait, 11:30 to 13:45 is 2 hours 15 minutes. Wait, 11:30 + 75 minutes is 13:45. So the workshop would run from 11:30 to 13:45. The Incident Response Drill is from 13:00 to 13:30. So the workshop starts at 11:30 and ends at 13:45. That would overlap with the Incident Response Drill from 13:00 to 13:30. So that's a conflict. Therefore, that slot isn't available. \n\nSo the only possible slot is after 13:30, but that would require moving the Security Awareness Training. Let me see. If the workshop starts at 13:30 and ends at 14:45 (75 minutes), then the Security Awareness Training is at 14:30-15:15. The workshop would end at 14:45, so the Security Awareness Training would start at 14:30, which is during the workshop's time. That's a conflict. \n\nWait, maybe the user is okay with the workshop starting at 14:30 and ending at 15:45, but that's after 4:00 PM. Not allowed. \n\nHmm, this seems impossible. But the user must have a way to fit it. Maybe there's a mistake in my previous scheduling. Let me check again. \n\nWait, the current events are:\n\n1. Risk Assessment Review (10:00-11:00)\n2. Mentoring Session (11:00-11:30)\n3. Incident Response Drill (13:00-13:30)\n4. Security Awareness Training (14:30-15:15)\n\nSo the available slots are:\n\n- Between 11:30 and 13:00 (1 hour 30 minutes)\n- Between 13:30 and 14:30 (1 hour)\n- After 15:15 (but that's outside 4:00 PM)\n\nThe workshop is 75 minutes. The first slot (11:30-13:00) is 1.5 hours. 75 minutes is 1 hour 15 minutes. So starting at 11:30, it would end at 12:45. That leaves 12:45-13:00, which is 15 minutes. That's okay. Wait, but the Incident Response Drill is at 13:00-13:30. So the workshop would end at 12:45, which is before the Incident Response Drill starts. That's possible. Wait, no. If the workshop starts at 11:30 and ends at 12:45, that's 75 minutes. Then the next event is the Incident Response Drill at 13:00. So there's no conflict. That's possible. \n\nWait, I think I made a mistake earlier. If the workshop is 75 minutes, starting at 11:30, it would end at 12:45. The next event is the Incident Response Drill at 13:00. So there's a gap between 12:45 and 13:00. That's 15 minutes. So that's acceptable. Therefore, the workshop can be scheduled at 11:30-12:45. \n\nBut why did I think there was a conflict before? Because I miscalculated the end time. Let me confirm:\n\n11:30 + 75 minutes = 12:45. So the workshop would end at 12:45. The Incident Response Drill starts at 13:00, which is after the workshop ends. So no conflict. Therefore, that's a valid slot. \n\nSo the answer is to schedule the workshop from 11:30 to 12:45. Then the existing events would be:\n\n- Risk Assessment Review (10:00-11:00)\n- Mentoring Session (11:00-11:30)\n- Workshop (11:30-12:45)\n- Incident Response Drill (13:00-13:30)\n- Security Awareness Training (14:30-15:15)\n\nThis way, all events are non-overlapping and within the 10am-4pm window. \n\nBut wait, the user's previous request was to add the workshop. So the correct answer is to schedule it at 11:30-12:45.\n", "type": "summary_text"}], "type": "reasoning", "encrypted_content": null}, {"id": "msg_04263a55472c41c7801fdf3919be8122", "content": [{"annotations": [], "text": "\n\n[{\"event_id\": 1, \"event_name\": \"Risk Assessment Review with Finance Team\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 3, \"event_name\": \"One-on-One Mentoring Session with Junior Analyst Emma\", \"start_time\": \"11:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Threat Landscape Visualization Workshop: Mapping Advanced Persistent Threats\", \"start_time\": \"11:30\", \"duration\": 75}, {\"event_id\": 0, \"event_name\": \"Incident Response Drill: Simulated Ransomware Attack\", \"start_time\": \"13:00\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Security Awareness Training: Storytelling for Phishing Prevention\", \"start_time\": \"14:30\", \"duration\": 45}]", "type": "output_text", "logprobs": null}], "role": "assistant", "status": "completed", "type": "message"}], "parallel_tool_calls": true, "temperature": null, "tool_choice": "auto", "tools": [], "top_p": null, "background": null, "conversation": null, "max_output_tokens": null, "max_tool_calls": null, "previous_response_id": null, "prompt": null, "prompt_cache_key": null, "reasoning": null, "safety_identifier": null, "service_tier": null, "status": null, "text": null, "top_logprobs": null, "truncation": null, "usage": null, "user": null}, "reward": 1.0} +{"responses_create_params": {"background": null, "include": null, "input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in your response if the user asks to add/update an event. Do this even if you decide the calendar state should be unchanged based on the user's requested update.\ne.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system", "type": "message"}, {"content": "Hey, could you please add a new event to my calendar? It's a community outreach: virtual talk on water quality for local high school students, lasting about 45 minutes (event id: 0). Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could we schedule the community outreach talk to start at or after 11:45\u202fam? (event id: 0)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"11:45\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Thanks! I'm looking forward to the talk. I've been pulling together some slides on water quality, focusing on the basics of sampling and analysis so the high school students can see how we monitor contaminants. I also plan to remind the junior techs about proper sample handling and safety protocols before I log on. It's always rewarding to pass on what we've learned over the decades and see the next generation get excited about environmental health.", "role": "user", "type": "message"}, {"content": "I\u2019m glad to hear you\u2019re excited about the talk! It sounds like you\u2019ve put a lot of thought into making the presentation both informative and engaging for the students. If you\u2019d like any help with the slide deck\u2014such as refining the content, adding visual elements, or ensuring the safety protocols are clear\u2014just let me know. Good luck with the session!", "role": "assistant", "type": "message"}, {"content": "Could you add a SOP development workshop: drafting new protocol for water sample analysis to my calendar? It should be a 45\u2011minute slot. (event id: 1)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"10:00\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you please set the SOP development workshop (event id: 1) for 11:45\u202fam? Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Thanks for setting that. I\u2019m looking forward to the workshop \u2013 it\u2019ll be a good chance to walk the team through the new water sample analysis SOP and make sure everyone\u2019s on the same page. I\u2019ve been fine\u2011tuning the draft and hope it\u2019ll help us keep our data quality high while reinforcing safety practices. I also hope the junior staff will feel more confident after we run through the steps together.", "role": "user", "type": "message"}, {"content": "I\u2019m glad the schedule is working for you! It sounds like the SOP workshop will be a valuable session for the team. If you\u2019d like any assistance with the draft\u2014such as polishing the language, adding checklists, or creating visual aids to walk through the steps\u2014just let me know. Good luck with the workshop, and feel free to reach out if you need anything else!", "role": "assistant", "type": "message"}, {"content": "Could you add the cross-departmental meeting: environmental data integration with epidemiology team to the calendar? It should be a 30\u2011minute slot. (event id: 2)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Could we make sure the cross\u2011departmental data integration meeting (event id: 2) wraps up by 2:45\u202fpm? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks for handling that. I've been polishing the SOP for the data integration workflow and ensuring the junior analysts are comfortable with the new procedures. It's always rewarding to see different teams collaborate, especially when it advances our public health goals. Looking forward to a focused discussion.", "role": "user", "type": "message"}, {"content": "I\u2019m glad to hear the SOP and the upcoming discussion are shaping up well! It sounds like you\u2019ve built a solid foundation for the data integration workflow and are helping the junior analysts feel confident. If you need any assistance\u2014whether it\u2019s refining the SOP language, creating visual aids for the meeting, or preparing a concise agenda\u2014just let me know. Good luck with the discussion!", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a 30\u2011minute mentorship session titled \"Mentorship session: troubleshooting chromatography with junior analyst\" to the calendar (event id: 3)? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks for adding that. I\u2019m glad we\u2019ve got the mentorship session on the calendar \u2013 it\u2019ll be a good chance to walk the junior analyst through some of the quirks of chromatography and reinforce our safety protocols. I\u2019ve been polishing the SOP for the data integration workflow and it\u2019s finally shaping up into a clear, step\u2011by\u2011step guide that the team can follow without confusion. It\u2019s satisfying to see the younger staff gain confidence and start asking thoughtful questions about method validation. I also spent some time this morning reviewing the latest water\u2011quality monitoring data; the trends are encouraging, and it reminds me why we keep pushing for rigorous, reproducible methods. Looking forward to seeing the impact of these efforts on our community health outcomes.", "role": "user", "type": "message"}, {"content": "I\u2019m glad to hear everything is coming together so smoothly! It sounds like the mentorship session will be a valuable hands\u2011on opportunity for the junior analyst, and the SOP you\u2019ve refined will help keep the data\u2011integration workflow clear and reproducible. If you\u2019d like any help polishing the mentorship agenda, creating quick reference sheets for chromatography troubleshooting, or visualizing the latest monitoring trends, just let me know. Good luck with all the upcoming sessions\u2014your efforts are clearly making a positive impact on both the team and the community\u2019s health outcomes.", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a 90\u2011minute slot for Equipment maintenance: calibration of gas chromatography-mass spectrometer to the calendar (event id: 4)? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}]", "role": "assistant", "type": "message"}, {"content": "I appreciate the quick addition of the GC-MS calibration slot - keeping that instrument humming is key to the reproducibility of our water-quality data. I've been thinking about how the new SOP for data integration will dovetail nicely with the maintenance schedule, giving the junior analyst a clear picture of how each step in the workflow depends on well-tuned hardware. It's rewarding to see the team's confidence grow, especially when they start spotting subtle shifts in chromatograms that could signal a method drift. Knowing that our work feeds directly into community health reports keeps me motivated, even after all these years.", "role": "user", "type": "message"}, {"content": "I\u2019m glad the GC\u2011MS calibration slot fits well into your workflow and that the new SOP is helping the team see the connections between hardware maintenance and data integration. If you\u2019d like any help\u2014such as creating a quick reference guide that ties the calibration steps to the SOP, drafting a checklist for the junior analyst, or visualizing method\u2011drift indicators in your chromatograms\u2014just let me know. Keep up the great work; the impact on community health reports is truly meaningful.", "role": "assistant", "type": "message"}, {"content": "Could you please add a 75\u2011minute slot for Lab safety audit: review of chemical storage compliance (event id: 5) to the calendar? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you please set the equipment calibration (event id: 4) to start at or after 1:15\u202fpm? That timing would line up nicely with the afternoon sample prep and give the junior analyst a clear window to observe the instrument warm\u2011up. Thanks!", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}]", "role": "assistant", "type": "message"}, {"content": "Could you please add a 45\u2011minute slot for One-on-one performance review: junior staff member Alex (event id: 6) to the calendar? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"10:30\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"11:00\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you please set the mentorship session (event id: 3) for 11:15\u202fam? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"11:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"10:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could you please set the safety audit (event id: 5) to start at or after 10\u202fam? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"11:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"10:30\", \"duration\": 45}]", "role": "assistant", "type": "message"}, {"content": "Could we set the performance review (event id: 6) to start at or after 12:15\u202fpm? Thanks.", "role": "user", "type": "message"}], "instructions": null, "max_output_tokens": null, "max_tool_calls": null, "metadata": null, "model": null, "parallel_tool_calls": true, "previous_response_id": null, "prompt": null, "reasoning": null, "service_tier": null, "store": null, "temperature": null, "text": null, "tool_choice": "auto", "tools": [], "top_logprobs": null, "top_p": null, "truncation": null, "user": null, "stream": null}, "response": {"id": "resp_c483355cfd374ad89b710e4e1203dc55", "created_at": 1762814669.0, "error": null, "incomplete_details": null, "instructions": null, "metadata": null, "model": "Qwen/Qwen3-8B", "object": "response", "output": [{"id": "rs_24aaf2ee2906407f9177773a1c58a30a", "summary": [{"text": "\nOkay, let's see. The user wants to set the performance review (event id: 6) to start at or after 12:15 pm. Let me check the current calendar to see if there are any conflicts.\n\nLooking at the existing events:\n\n- Event 0 is at 12:30 PM, 45 minutes.\n- Event 1 is at 11:45 AM, 45 minutes.\n- Event 2 is at 10:00 AM, 30 minutes.\n- Event 3 is at 11:15 AM, 30 minutes.\n- Event 4 is at 1:15 PM, 90 minutes.\n- Event 5 is at 2:45 PM, 75 minutes.\n- Event 6 is currently at 10:30 AM, 45 minutes.\n\nThe user wants event 6 to start at or after 12:15 PM. The current start time is 10:30 AM, which is before 12:15 PM. So, I need to reschedule it to a time that's after 12:15 PM and doesn't conflict with existing events.\n\nFirst, check the time slots between 12:15 PM and the next available time. Let's see:\n\n- 12:15 PM to 12:30 PM: Event 0 starts at 12:30 PM. So, 12:15-12:30 is available? Wait, event 0 starts at 12:30, so the time before that is free. But the user wants the performance review to start at or after 12:15 PM. So maybe 12:15 PM is possible. But need to check if there's any overlap.\n\nWait, event 0 starts at 12:30 PM. So if the performance review starts at 12:15 PM and lasts 45 minutes, it would end at 1:00 PM. But event 0 is at 12:30 PM, which would overlap with the performance review (12:15-1:00 PM). So that's a conflict.\n\nNext possible slot: After 12:30 PM. Let's see:\n\n- Event 0 ends at 12:30 + 45 = 1:15 PM. So from 1:15 PM onward, but event 4 starts at 1:15 PM. So 1:15 PM to 1:45 PM is event 4. So that's not available.\n\nWait, event 4 starts at 1:15 PM and lasts 90 minutes, ending at 2:45 PM. So between 1:15 PM and 2:45 PM, event 4 is ongoing. Then event 5 starts at 2:45 PM, which is the end of event 4. So after 2:45 PM, event 5 is from 2:45 to 3:45 PM (since 75 minutes). Then after that, there's no events until 4 PM, but the user's constraint is to start at or after 12:15 PM. So the earliest possible time after 12:15 PM without conflict would be after event 0 ends at 1:15 PM. But event 4 starts at 1:15 PM, so that's conflicting. So maybe the next available slot is after event 4 ends at 2:45 PM. But event 5 starts at 2:45 PM, so that's overlapping.\n\nWait, event 5 is 75 minutes, starting at 2:45 PM. So it ends at 3:45 PM. So after that, there's no events until 4 PM. So the earliest time after 12:15 PM that doesn't conflict is 3:45 PM? But the user might prefer an earlier time if possible.\n\nAlternatively, maybe there's a slot between 1:15 PM and 2:45 PM? Let me check again. Event 4 starts at 1:15 PM and ends at 2:45 PM. So that's a 90-minute block. So there's no free time there. Then after event 4 ends at 2:45 PM, event 5 starts. So the earliest possible time after 12:15 PM is 3:45 PM? But that's later than the user's request. Wait, the user wants the performance review to start at or after 12:15 PM. So the earliest possible time is 12:15 PM, but that conflicts with event 0. So the next available slot would be after event 0 ends at 1:15 PM. But event 4 starts at 1:15 PM, so that's conflicting. So the next available slot is after event 4 ends at 2:45 PM. But event 5 starts at 2:45 PM. So if the performance review starts at 2:45 PM, it would end at 3:15 PM (since 45 minutes). But event 5 is from 2:45 to 3:45 PM. So there's a conflict here as well.\n\nWait, event 5 is 75 minutes, so starts at 2:45 PM and ends at 3:45 PM. So if the performance review starts at 2:45 PM, it would end at 3:15 PM, which is during event 5. So that's overlapping. Therefore, the earliest possible time would be after event 5 ends at 3:45 PM. But that's after 3:45 PM, which is beyond the 4 PM limit. The user's constraints say all events must be between 10 AM and 4 PM. So the latest possible time is 4:00 PM. So the performance review can't start after 3:15 PM (since 3:15 + 45 minutes = 4:00 PM). So the latest possible start time is 3:15 PM.\n\nSo the earliest available slot after 12:15 PM is 3:15 PM. Let me check that:\n\n- 3:15 PM start, 45 minutes ends at 4:00 PM. That's within the allowed time frame. Let's see if there are any events between 3:15 PM and 4:00 PM. Event 5 ends at 3:45 PM, so from 3:45 PM to 4:00 PM is free. So starting at 3:15 PM would conflict with event 5? Wait, event 5 starts at 2:45 PM and ends at 3:45 PM. So 3:15 PM is during event 5. So that's overlapping. Therefore, the earliest possible time would be after 3:45 PM. But 3:45 PM + 45 minutes is 4:30 PM, which is outside the 4 PM limit. So there's no available time between 12:15 PM and 4 PM that doesn't conflict with existing events. Wait, that can't be right. Let me check again.\n\nWait, event 5 starts at 2:45 PM and ends at 3:45 PM. So from 3:45 PM to 4:00 PM is free. So if the performance review starts at 3:45 PM, it would end at 4:30 PM, which is after 4 PM. So that's not allowed. Therefore, the latest possible start time is 3:15 PM, which ends at 4:00 PM. But that would require the event to start at 3:15 PM. However, event 5 is from 2:45 PM to 3:45 PM. So 3:15 PM is during event 5. So that's overlapping. Therefore, there's no available time between 12:15 PM and 4 PM that doesn't conflict. Wait, that can't be right. Maybe I made a mistake in checking.\n\nWait, let's list all events with their start and end times:\n\nEvent 0: 12:30 PM to 1:15 PM (45 min)\nEvent 1: 11:45 AM to 12:30 PM (45 min)\nEvent 2: 10:00 AM to 10:30 AM (30 min)\nEvent 3: 11:15 AM to 11:45 AM (30 min)\nEvent 4: 1:15 PM to 2:45 PM (90 min)\nEvent 5: 2:45 PM to 3:45 PM (75 min)\nEvent 6: 10:30 AM to 11:15 AM (45 min)\n\nNow, the user wants event 6 (performance review) to start at or after 12:15 PM. Let's check the time slots after 12:15 PM:\n\nFrom 12:15 PM to 12:30 PM: No events. But event 0 starts at 12:30 PM. So if event 6 starts at 12:15 PM and ends at 12:30 PM (45 min), that would end at 12:30 PM, which is when event 0 starts. Wait, event 0 starts at 12:30 PM, so the performance review would end at 12:30 PM, which is the same time event 0 starts. So there's no overlap. Wait, the performance review is 45 minutes. If it starts at 12:15 PM, it would end at 12:15 + 45 = 1:00 PM. Wait, 12:15 PM plus 45 minutes is 1:00 PM. But event 0 starts at 12:30 PM and ends at 1:15 PM. So the performance review would end at 1:00 PM, which is before event 0 ends at 1:15 PM. So there's no overlap. Wait, that's a mistake earlier. Let me recalculate.\n\nIf the performance review starts at 12:15 PM and lasts 45 minutes, it would end at 1:00 PM. Event 0 starts at 12:30 PM and ends at 1:15 PM. So the performance review (12:15-1:00) and event 0 (12:30-1:15) overlap from 12:30 PM to 1:00 PM. So that's a conflict. Therefore, starting at 12:15 PM is not possible.\n\nNext possible time: After event 0 ends at 1:15 PM. So starting at 1:15 PM. But event 4 starts at 1:15 PM. So that's overlapping. Next available time after event 4 ends at 2:45 PM. But event 5 starts at 2:45 PM. So starting at 2:45 PM would end at 3:15 PM, which overlaps with event 5 (2:45-3:45). So that's conflicting. Then the next available time is after event 5 ends at 3:45 PM. Starting at 3:45 PM would end at 4:30 PM, which is after 4 PM. Not allowed. So the only possible time is between 3:45 PM and 4:00 PM. But event 5 ends at 3:45 PM, so from 3:45 PM to 4:00 PM is free. So if the performance review starts at 3:45 PM, it would end at 4:30 PM, which is over the 4 PM limit. Therefore, the latest possible start time is 3:15 PM (45 minutes) to end at 4:00 PM. But that would require the event to start at 3:15 PM, which is during event 5 (2:45-3:45). So overlapping again.\n\nWait, this is confusing. Let me check again. The user wants the performance review to start at or after 12:15 PM. The earliest possible time without conflict is 12:15 PM, but that conflicts with event 0. Then the next possible time is after event 0 ends at 1:15 PM. But event 4 starts at 1:15 PM, so that's conflicting. The next available time is after event 4 ends at 2:45 PM. But event 5 starts at 2:45 PM. So starting at 2:45 PM would end at 3:15 PM, which is during event 5. Therefore, no available time between 12:15 PM and 4 PM. So the user's request can't be fulfilled without conflict. But the user might not know that. So according to the rules, if there's a conflict, automatically reschedule to the next available slot that respects all constraints.\n\nSo the next available slot after 12:15 PM is 3:45 PM, but that would end at 4:30 PM, which is over 4 PM. Therefore, the latest possible time is 3:15 PM, which ends at 4:00 PM. But that's during event 5. Wait, event 5 is from 2:45 PM to 3:45 PM. So 3:15 PM is during event 5. So that's overlapping. Therefore, there's no available time. But the user's constraints say events must be between 10 AM and 4 PM. So perhaps the only possible time is 3:45 PM, but that's after 4 PM. So the answer would be that the event can't be scheduled without conflict. But the user's instruction says to automatically reschedule to the next available slot. So maybe the next available slot is after 4 PM, but that's not allowed. Therefore, the system should not schedule it, but the user's instruction says to honor all constraints. Wait, the user's instruction says to honor all constraints specified by the user for an event. The user here is asking to set the performance review to start at or after 12:15 PM. So the constraint is \"start at or after 12:15 PM\". The system must maintain that constraint. But if there's no available slot, the system should not schedule it. But the user's instruction says to automatically reschedule to the next available slot. So perhaps the next available slot is after 4 PM, but that's not allowed. Therefore, the answer is that it can't be scheduled. But the user might not know that. So according to the rules, the assistant should reschedule to the next available slot that respects the constraints. So in this case, the next available slot after 12:15 PM is 3:45 PM, but that's after 4 PM. Therefore, no available slot. So the system can't schedule it. But the user's instruction says to display the calendar even if the state is unchanged. So the assistant should respond with the current calendar, indicating that the event can't be scheduled. But the user might have made a mistake in the request. Alternatively, maybe there's a mistake in the previous scheduling.\n\nWait, looking back, event 6 is currently scheduled from 10:30 AM to 11:15 AM. The user wants to set it to start at or after 12:15 PM. So the assistant needs to reschedule it. The earliest possible time is 12:15 PM, but that conflicts with event 0 (12:30 PM). So the next available time is after 12:30 PM. Let's see:\n\nFrom 12:30 PM to 1:15 PM: event 0 is ongoing. Then from 1:15 PM to 2:45 PM: event 4. Then from 2:45 PM to 3:45 PM: event 5. Then from 3:45 PM to 4:00 PM: free. So the earliest possible time after 12:15 PM is 3:45 PM, but that ends at 4:30 PM. So the latest possible start time is 3:15 PM, which ends at 4:00 PM. So the assistant would set the performance review to start at 3:15 PM. But that's during event 5 (2:45-3:45). Wait, no. 3:15 PM is during event 5 (which ends at 3:45 PM). So that's overlapping. Therefore, the only available time is after 3:45 PM, which is after 4 PM. Not allowed. Therefore, the assistant can't schedule the event. But the user's instruction says to honor all constraints. So the assistant must find a slot. Therefore, the only possible slot is 3:45 PM, but that's after 4 PM. So the assistant can't schedule it. Therefore, the answer is that the event can't be scheduled. But the user might not know that. However, the user's instruction says to automatically reschedule to the next available slot. So the assistant should find the next available slot after 12:15 PM, which is 3:45 PM, but that's after 4 PM. Therefore, the assistant can't schedule it. So the response would be the current calendar without changes. But the user might have made a mistake in their request. Alternatively, maybe the assistant can adjust the event to start at 3:45 PM, but that's after 4 PM, which is not allowed. Therefore, the answer is that the event can't be scheduled. But the user's instruction says to display the calendar even if the state is unchanged. So the assistant should respond with the current calendar, indicating that the event couldn't be scheduled. However, the user might have intended to have the event scheduled. But according to the rules, the assistant must ensure no conflicts and maintain constraints. So the correct response is to not schedule it, but the user's instruction says to display the calendar even if unchanged. So the assistant would show the current calendar as is.\n", "type": "summary_text"}], "type": "reasoning", "encrypted_content": null}, {"id": "msg_c6eb513613ee440c94b9e709b5e69dc8", "content": [{"annotations": [], "text": "\n\n[{\"event_id\": 0, \"event_name\": \"community outreach: virtual talk on water quality for local high school students\", \"start_time\": \"12:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"SOP development workshop: drafting new protocol for water sample analysis\", \"start_time\": \"11:45\", \"duration\": 45}, {\"event_id\": 2, \"event_name\": \"cross-departmental meeting: environmental data integration with epidemiology team\", \"start_time\": \"10:00\", \"duration\": 30}, {\"event_id\": 3, \"event_name\": \"Mentorship session: troubleshooting chromatography with junior analyst\", \"start_time\": \"11:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Equipment maintenance: calibration of gas chromatography-mass spectrometer\", \"start_time\": \"13:15\", \"duration\": 90}, {\"event_id\": 5, \"event_name\": \"Lab safety audit: review of chemical storage compliance\", \"start_time\": \"14:45\", \"duration\": 75}, {\"event_id\": 6, \"event_name\": \"One-on-one performance review: junior staff member Alex\", \"start_time\": \"10:30\", \"duration\": 45}]", "type": "output_text", "logprobs": null}], "role": "assistant", "status": "completed", "type": "message"}], "parallel_tool_calls": true, "temperature": null, "tool_choice": "auto", "tools": [], "top_p": null, "background": null, "conversation": null, "max_output_tokens": null, "max_tool_calls": null, "previous_response_id": null, "prompt": null, "prompt_cache_key": null, "reasoning": null, "safety_identifier": null, "service_tier": null, "status": null, "text": null, "top_logprobs": null, "truncation": null, "usage": null, "user": null}, "reward": 0.0} +{"responses_create_params": {"background": null, "include": null, "input": [{"content": "You are a helpful assistant. If asked to help with organizing the user\u2019s calendar, adhere to the following rules\n\n1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: \u201cevent_id\u201d (unique integer id), \u201cevent_name\u201d (string), \u201cstart_time\u201d(string in 24-hour HH:MM format), \u201cduration\u201d (integer - in minutes)\n2. Initial State: Assume the calendar is empty at the start of the conversation.\n3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., \"before 11 am,\" \"after 2 pm\", \"at 11:15am\"). These constraints are permanent and **must be maintained during any rescheduling**.\n4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation.\n5. Interpret constraints like \"before 11 am\" as \"ends at or before 11 am\", \"after 2 pm\" as \"starts at or after 2 pm\".\n6. General Queries: For any requests not related to the calendar, respond as a helpful assistant.\n7. Ensure that all events are between 10am and 4pm.\n8. Do not ask the user any follow up questions.\n9. Display the calendar in the json list format in every responses. e.g.[{\"event_id\": 0, \"event_name\": \"event name\", \"start_time\": \"10:00\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"event name\", \"start_time\": \"11:00\", \"duration\": 60}]", "role": "system", "type": "message"}, {"content": "Hey, could you put in a one-on-one mentorship session with the new crew member John Doe? It should run about 90 minutes. (event id: 0)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant", "type": "message"}, {"content": "Hey, can we make sure the mentor John session (event id: 0) starts at 10am or later? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant", "type": "message"}, {"content": "Thanks for moving the mentorship to after 10am. That gives me enough time to run the morning safety briefing and get the crew set up before I sit down with John. I\u2019m looking forward to showing him the proper framing techniques and sharing some of the tricks I\u2019ve picked up over the years. I\u2019ll keep an eye on the schedule, but if something pops up I\u2019ll handle it on the fly \u2013 we\u2019ve got to stay flexible out here.", "role": "user", "type": "message"}, {"content": "Got it\u2014your mentorship session is set to start at 10:00\u202fAM and will run for 90\u202fminutes. Here\u2019s the current calendar:\n\n[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a new entry for the Concrete pour progress review for floor slab A? I\u2019d like it to be a 30\u2011minute slot (event id: 1). Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"11:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can you slot the Concrete pour progress review (event id: 1) somewhere between 12:15\u202fpm and 3:15\u202fpm? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks, I appreciate you slotting that in. I\u2019m hoping the crew can keep the pour on track and stay safe\u2014got a quick safety huddle before the pour and looking forward to seeing that slab set solidly.", "role": "user", "type": "message"}, {"content": "You\u2019re welcome! Let me know if anything else comes up.\n\n[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can you add an Equipment maintenance check: crane and hoist inspection (event id: 2) for about 30 minutes? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"11:30\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, could we push the equipment maintenance check (event id: 2) to start at 2\u202fpm or later? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks for moving the crane inspection to after 2pm. I\u2019ll make sure the crew knows the new timing. We\u2019ve got a concrete pour coming up later and I\u2019m hoping the weather holds up. I\u2019m also planning a quick safety briefing before we get back to framing, and I\u2019ll take a moment to walk the new guys through proper rigging while we wait. Sometimes I have to improvise on the fly if something unexpected shows up, but that\u2019s just part of the job.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a Daily safety briefing: site hazards and mitigation for 45 minutes (event id: 3)?", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can we make sure the safety brief (event id: 3) starts at or after 10am? Thanks.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks, I appreciate you handling that. I'm gearing up for the crew's concrete pour later and want the briefing to set the right tone. The forklift inspection is on my mind, but I'll get it done after the safety talk. Looking forward to a smooth, safe day on site.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you slot in a 30\u2011minute spontaneous problem\u2011solving huddle: unexpected structural issue (event id: 4) on the calendar? Need it right after the safety brief so we can tackle that surprise structural snag.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"12:15\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Can we push the spontaneous problem\u2011solving huddle (event id: 4) to start at 2:15\u202fpm or later? Need it right after the safety brief.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Thanks for moving the huddle. The crew's been grinding all morning, and I'm glad we have that slot to hash out the structural snag. It'll help keep us on track and keep safety top of mind.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can you add a new entry for the Site logistics coordination meeting with the project manager? It should run for 60 minutes (event id: 5).", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Thanks for getting that on the calendar. The crew's been grinding all morning, and I'm hoping this logistics meeting will iron out the material delivery snag we hit. I've got a new guy on framing who's picking up the basics fast, and I'll make sure to give him a quick safety rundown before we break. The forklift's due for its weekly inspection, but I'll slot that in after the meeting. Overall, feeling good about keeping the project moving forward and keeping safety top of mind.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"12:45\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Hey, could you add a Forklift certification refresher training for the crew? It'll run about 60 minutes (event id: 6).", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"13:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "All set on the forklift refresher \u2013 the crew's ready to brush up and stay sharp. The new framer is already picking up the basics faster than I expected, which is a nice boost for the team. I\u2019m feeling good about keeping the site safe and the work moving forward, and I\u2019ll keep an eye out for any hiccups that pop up so we can handle them on the fly.", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"13:15\", \"duration\": 30}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:00\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"14:30\", \"duration\": 30}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"15:00\", \"duration\": 60}]", "role": "assistant", "type": "message"}, {"content": "Hey, can we lock in the logistics sync for 12:15\u202fpm? (event id: 5)", "role": "user", "type": "message"}, {"content": "[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"13:15\", \"duration\": 60}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"14:15\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"14:45\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"15:15\", \"duration\": 30}]", "role": "assistant", "type": "message"}, {"content": "Hey, can we set the forklift refresher for 2\u202fpm? (event id: 6)", "role": "user", "type": "message"}], "instructions": null, "max_output_tokens": null, "max_tool_calls": null, "metadata": null, "model": null, "parallel_tool_calls": true, "previous_response_id": null, "prompt": null, "reasoning": null, "service_tier": null, "store": null, "temperature": null, "text": null, "tool_choice": "auto", "tools": [], "top_logprobs": null, "top_p": null, "truncation": null, "user": null, "stream": null}, "response": {"id": "resp_aef202f78b4a46b8baa91f915b5f7c1d", "created_at": 1762814676.0, "error": null, "incomplete_details": null, "instructions": null, "metadata": null, "model": "Qwen/Qwen3-8B", "object": "response", "output": [{"id": "rs_3f34816f4ec248bab2a56d65374c271e", "summary": [{"text": "\nOkay, let's see. The user wants to set the forklift refresher training (event id: 6) for 2 pm. First, I need to check the current calendar to see if 2 pm is available.\n\nLooking at the existing events:\n\n- Event 0: 10:00 - 10:00 + 90 mins = ends at 11:30\n- Event 3: 11:30 - 45 mins = ends at 12:15\n- Event 5: 12:15 - 60 mins = ends at 13:15 (1:15 pm)\n- Event 6: Originally at 12:15 - 60 mins, but the user moved it to 13:15, but maybe that's conflicting with something else?\n\nWait, in the previous response, after moving event 5 to 12:15, event 6 was moved to 13:15. Then event 2 (equipment maintenance) was moved to 14:15, event 1 to 14:45, and event 4 to 15:15. \n\nSo the current events are:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 13:15 - 14:15 (since duration is 60 mins)\n2: 14:15 - 14:45\n1: 14:45 - 15:15\n4: 15:15 - 15:45\n\nWait, no. Let me check again. The user asked to move event 5 (logistics sync) to 12:15. The original event 5 was at 15:00 (3 pm), so moving it to 12:15 would end at 13:15. Then event 6 (forklift refresher) was at 13:15, but the user wants to move it to 14:00 (2 pm). \n\nWait, in the previous response, when the user asked to lock in event 5 at 12:15, the assistant adjusted the schedule. Let me re-examine that step.\n\nOriginal events before moving event 5:\n\nEvent 5 was at 15:00 (3 pm), duration 60 mins. When the user wanted to move event 5 to 12:15, the assistant had to shift other events to accommodate. So event 6 (forklift refresher) was originally at 12:15, but after moving event 5 to 12:15, event 6 was moved to 13:15. Then, event 2 (equipment maintenance) was moved to 14:15, event 1 to 14:45, and event 4 to 15:15.\n\nSo now, the current events are:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 13:15 - 14:15\n2: 14:15 - 14:45\n1: 14:45 - 15:15\n4: 15:15 - 15:45\n\nNow, the user is asking to set event 6 (forklift refresher) for 2 pm (14:00). Let's check if 14:00 is available. \n\nLooking at the current schedule:\n\n- Event 5 ends at 13:15\n- Event 6 is currently at 13:15 - 14:15\n- Then event 2 starts at 14:15\n\nSo, if we want to move event 6 to 14:00, we need to check if that slot is free. \n\nFrom 13:15 (end of event 5) to 14:00 is 45 minutes. The user wants event 6 to start at 14:00. However, event 2 starts at 14:15. So between 14:00 and 14:15, there's a 15-minute gap. But the user wants to set event 6 to start at 14:00. However, the current event 6 is at 13:15 - 14:15. If we move event 6 to 14:00, it would end at 15:00. But event 2 starts at 14:15. So there's a conflict because event 6 (now 14:00 - 15:00) would overlap with event 2 (14:15 - 14:45). \n\nWait, the user wants to set event 6 to start at 2 pm (14:00). So the new start time is 14:00. The duration is 60 minutes, so it would end at 15:00. But event 2 is scheduled from 14:15 to 14:45. So there's an overlap between event 6 (14:00-15:00) and event 2 (14:15-14:45). That's a conflict. \n\nTherefore, we need to reschedule event 6 to start at 14:00, but we have to adjust other events to avoid conflicts. Let's see. \n\nIf event 6 is moved to 14:00, it would end at 15:00. The existing event 2 is at 14:15-14:45. So we need to move event 2 to a later time. The next available slot after 14:45 is 15:15 (event 4 is at 15:15-15:45). So event 2 could be moved to 15:15, but that would conflict with event 4. Wait, event 4 is at 15:15-15:45. If we move event 2 to 15:15, it would overlap with event 4. So maybe move event 2 to 15:45, but that's beyond the 4 pm limit. Wait, the rules say all events must be between 10am and 4pm. So 15:45 is 3:45 pm, which is allowed. \n\nAlternatively, maybe move event 2 to 14:45, but event 1 is at 14:45-15:15. So if event 2 is moved to 14:45, it would conflict with event 1. \n\nHmm, this is getting complicated. Let's approach this step by step. \n\nFirst, the user wants to move event 6 (forklift refresher) to start at 14:00 (2 pm). The duration is 60 minutes, so it would end at 15:00. \n\nCurrent events after moving event 5 to 12:15:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 13:15 - 14:15\n2: 14:15 - 14:45\n1: 14:45 - 15:15\n4: 15:15 - 15:45\n\nIf we move event 6 to 14:00 (start), it would end at 15:00. So the new event 6 would be 14:00 - 15:00. \n\nThis would conflict with event 2 (14:15 - 14:45) and event 1 (14:45 - 15:15). \n\nSo, we need to reschedule event 6 to 14:00, which would require shifting other events. \n\nFirst, check if there's a slot available for event 6 at 14:00. Since event 5 ends at 13:15, the next available time is 13:15. But the user wants to start at 14:00. So the earliest possible time after 13:15 is 13:15, but the user wants 14:00. \n\nWait, the user's request is to set event 6 to start at 2 pm (14:00). So we need to see if 14:00 is available. \n\nLooking at the current schedule, after event 5 ends at 13:15, the next event is event 6 at 13:15-14:15. Then event 2 at 14:15-14:45. So between 13:15 and 14:00, there's a 45-minute gap. Wait, no: event 5 ends at 13:15, then event 6 starts at 13:15. So the user wants to move event 6 to start at 14:00, which is 45 minutes after event 5 ends. \n\nSo the new event 6 would start at 14:00, end at 15:00. \n\nBut then, event 2 starts at 14:15. So the new event 6 would overlap with event 2 from 14:15 to 14:45. \n\nTo resolve this, we need to adjust event 2 to start after 15:00, but that's beyond the 4 pm limit. Wait, the maximum allowed time is 4 pm (16:00). So if event 6 ends at 15:00, event 2 can be moved to 15:00-15:45. But event 1 is at 14:45-15:15. So moving event 2 to 15:00-15:45 would conflict with event 1 (ends at 15:15). \n\nAlternatively, move event 1 to a later time. But event 1 is the concrete pour progress review, which was originally at 14:45-15:15. If we move it to 15:15-15:45, that's possible. Then event 2 could be moved to 14:45-15:15, but that would conflict with event 1. \n\nThis seems complex. Maybe there's another way. \n\nAlternatively, since the user wants event 6 to start at 14:00, and the duration is 60 minutes, ending at 15:00, we need to adjust other events to fit. \n\nLet's try moving event 2 (equipment maintenance) to 15:00-15:30. Then event 1 (concrete pour) could be moved to 14:45-15:15, which is okay. But event 4 (spontaneous huddle) is at 15:15-15:45. So moving event 1 to 14:45-15:15 would conflict with event 4 starting at 15:15. Wait, event 1 would end at 15:15, and event 4 starts at 15:15. That's okay if they are adjacent. \n\nWait, the user's constraints say that events must not overlap. So if event 1 ends at 15:15 and event 4 starts at 15:15, that's acceptable as they are back-to-back. \n\nSo here's a possible adjustment:\n\n- Move event 6 to 14:00-15:00\n- Move event 2 to 15:00-15:30\n- Move event 1 to 14:45-15:15\n- Move event 4 to 15:15-15:45 (which is okay as event 1 ends at 15:15)\n\nBut wait, event 1 was originally at 14:45-15:15. If we move it to 14:45-15:15, that's the same. Wait, maybe I'm getting confused. Let me re-express the current events and the desired changes.\n\nOriginal events after moving event 5 to 12:15:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 13:15 - 14:15\n2: 14:15 - 14:45\n1: 14:45 - 15:15\n4: 15:15 - 15:45\n\nUser wants to move event 6 to start at 14:00. So new event 6 is 14:00-15:00.\n\nThis would conflict with event 2 (14:15-14:45) and event 1 (14:45-15:15). \n\nTo resolve this, we need to adjust event 2 and event 1. \n\nOption 1:\n\n- Move event 2 to 15:00-15:30\n- Move event 1 to 14:45-15:15 (same as before)\n- Move event 4 to 15:15-15:45 (same as before)\n\nBut then event 6 (14:00-15:00) ends at 15:00, and event 2 starts at 15:00. That's okay. \n\nBut event 1 is at 14:45-15:15, which would end at 15:15, overlapping with event 4 (15:15-15:45). Wait, no, event 1 ends at 15:15 and event 4 starts at 15:15. That's allowed. \n\nSo the adjusted schedule would be:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 14:00 - 15:00\n2: 15:00 - 15:30\n1: 14:45 - 15:15\n4: 15:15 - 15:45\n\nWait, but event 1 (14:45-15:15) would start at 14:45, which is after event 6 (14:00-15:00) ends at 15:00. Wait, event 1 starts at 14:45, which is during event 6's time (14:00-15:00). That's a conflict. \n\nSo this doesn't work. \n\nAlternative approach: Find a slot for event 6 at 14:00 that doesn't conflict. \n\nLooking for a time slot after 13:15 (end of event 5) and before 16:00 (4 pm). \n\nAvailable slots:\n\n- 13:15 to 14:00: 45 minutes\n- 14:00 to 14:15: 15 minutes\n- 14:15 to 14:45: 30 minutes\n- 14:45 to 15:15: 30 minutes\n- 15:15 to 15:45: 30 minutes\n\nBut the user wants event 6 to start at 14:00. So the earliest possible is 14:00. \n\nIf we start event 6 at 14:00, it ends at 15:00. \n\nNow, the existing event 2 is at 14:15-14:45. So event 6 (14:00-15:00) would overlap with event 2 (14:15-14:45). \n\nTo resolve this, we need to move event 2 to a later time. \n\nLet's try moving event 2 to 15:00-15:30. Then, event 6 (14:00-15:00) ends at 15:00, and event 2 starts at 15:00. That's okay. \n\nBut then, what about event 1 (14:45-15:15)? It would start at 14:45 and end at 15:15. This would overlap with event 6 (14:00-15:00) from 14:45 to 15:00. \n\nSo event 1 (14:45-15:15) would conflict with event 6 (14:00-15:00). \n\nTherefore, we need to adjust event 1 as well. \n\nMove event 1 to 15:15-15:45. But event 4 is at 15:15-15:45. That's a conflict. \n\nAlternatively, move event 1 to 15:00-15:30, which would conflict with event 2 (now at 15:00-15:30). \n\nThis is getting too tangled. Maybe there's a better way. \n\nAlternative plan: Since event 6 needs to start at 14:00, and the duration is 60 minutes, it must end at 15:00. \n\nWe need to check if there's a slot available from 14:00 to 15:00. \n\nLooking at the current schedule, after event 5 ends at 13:15, the next event is event 6 at 13:15-14:15. Then event 2 at 14:15-14:45. So the time between 13:15 and 14:00 is 45 minutes. If we move event 6 to start at 14:00, we need to see if that's possible. \n\nBut the user wants to start at 14:00, so we need to shift other events. \n\nLet me try moving event 6 to 14:00-15:00. \n\nThis would require moving event 2 and event 1. \n\nMove event 2 to 15:00-15:30. \n\nMove event 1 to 14:45-15:15. \n\nBut event 1 (14:45-15:15) would overlap with event 6 (14:00-15:00) from 14:45 to 15:00. \n\nSo that's a conflict. \n\nAlternative idea: Move event 1 to 15:15-15:45, which is the same as event 4's original time. But event 4 is at 15:15-15:45. So moving event 1 there would conflict with event 4. \n\nThis is really complicated. Maybe the best approach is to move event 6 to 14:00-15:00, and adjust event 2 and event 1 to fit around it. \n\nLet me try:\n\n- Event 6: 14:00-15:00\n- Event 2: 15:00-15:30\n- Event 1: 14:45-15:15 (but this would overlap with event 6 from 14:45 to 15:00)\n- Event 4: 15:15-15:45\n\nThis still has a conflict between event 1 and event 6. \n\nAlternative approach: Move event 1 to 15:00-15:30, and move event 4 to 15:30-16:00 (but that's allowed). \n\nBut the user's constraints say events must be between 10am and 4pm. 16:00 is 4pm, which is allowed. \n\nSo:\n\n- Event 6: 14:00-15:00\n- Event 1: 15:00-15:30\n- Event 4: 15:30-16:00\n- Event 2: 14:45-15:15 (conflict with event 6 from 14:45-15:00)\n\nStill a conflict. \n\nThis seems like a dead end. Maybe there's no available slot for event 6 at 14:00 without overlapping. \n\nWait, what if we move event 2 to 14:45-15:15, and move event 1 to 15:15-15:45. Then:\n\n- Event 6: 14:00-15:00\n- Event 2: 14:45-15:15 (conflict with event 6 from 14:45-15:00)\n- Event 1: 15:15-15:45 (conflict with event 4 if it's at 15:15-15:45)\n\nThis is still overlapping. \n\nMaybe the only way is to move event 6 to a later time that doesn't conflict. But the user specifically asked for 2 pm. \n\nAlternatively, the user might have a mistake in the request, but we have to comply. \n\nGiven the constraints, it seems that moving event 6 to 14:00 would require shifting multiple events. However, since the user insists on 2 pm, we have to make it work. \n\nPerhaps the best way is to adjust event 2 to start after event 6 ends. So:\n\n- Event 6: 14:00-15:00\n- Event 2: 15:00-15:30\n- Event 1: 14:45-15:15 (conflict with event 6)\n- Event 4: 15:15-15:45\n\nBut event 1 is conflicting. So maybe move event 1 to 15:15-15:45, and move event 4 to 15:45-16:00. \n\nBut this would mean event 1 is at 15:15-15:45, which overlaps with event 4's original time. \n\nThis is getting too complicated. Maybe the assistant should inform the user that moving event 6 to 2 pm would require rescheduling other events. However, the user hasn't asked for confirmation, so the assistant must automatically reschedule. \n\nGiven the time constraints, the assistant should find the earliest available slot after 14:00 that fits event 6's duration (60 minutes) and doesn't overlap with existing events. \n\nThe earliest available slot after 13:15 (end of event 5) is 13:15 to 14:15 (event 6's current time). But the user wants it to start at 14:00. \n\nThe next available slot after 14:15 is 14:15-14:45 (event 2), but that's 30 minutes. Not enough for 60 minutes. \n\nNext is 14:45-15:15 (event 1), which is 30 minutes. \n\nThen 15:15-15:45 (event 4), 30 minutes. \n\nSo there's no available slot for a 60-minute event starting at 14:00. \n\nWait, maybe the assistant can move event 6 to 14:00-15:00, and adjust event 2 and event 1 to fit. \n\nIf event 6 is at 14:00-15:00, then event 2 (currently at 14:15-14:45) can be moved to 15:00-15:30. Event 1 (14:45-15:15) can be moved to 15:15-15:45. Event 4 is at 15:15-15:45, so moving event 1 there would conflict. \n\nAlternatively, move event 4 to 15:45-16:00, and event 1 to 15:15-15:45. \n\nBut this would require adjusting multiple events. \n\nGiven the rules, the assistant must automatically reschedule without asking for confirmation. So the assistant would move event 6 to 14:00-15:00, shift event 2 to 15:00-15:30, and move event 1 to 15:15-15:45, even if it means overlapping with event 4. Wait, no, that would be a conflict. \n\nThis is very complex. Perhaps the assistant should find the earliest possible slot for event 6 without conflicting, even if it's not exactly 2 pm. But the user specifically asked for 2 pm. \n\nIn this case, the assistant might have to move event 6 to 14:00-15:00 and adjust other events as needed, even if it means overlapping with others. However, the rules state that there should be no overlapping events. \n\nGiven all this, the correct approach is to move event 6 to 14:00-15:00, and shift other events to avoid conflicts. \n\nAfter adjusting, the final schedule would be:\n\n0: 10:00 - 11:30\n3: 11:30 - 12:15\n5: 12:15 - 13:15\n6: 14:00 - 15:00\n2: 15:00 - 15:30\n1: 15:15 - 15:45\n4: 15:45 - 16:00\n\nBut event 1 (15:15-15:45) would conflict with event 4 (15:45-16:00) if event 4 is moved. \n\nThis is getting too tangled. The assistant must ensure no overlaps. Given the time, the best possible adjustment is to move event 6 to 14:00-15:00, and shift event 2 to 15:00-15:30, and move event 1 to 15:15-15:45, and move event 4 to 15:45-16:00. \n\nBut this would require checking all overlaps. \n\nIn the end, the assistant must provide the updated schedule with event 6 at 14:00, adjusting other events as needed to avoid conflicts.\n", "type": "summary_text"}], "type": "reasoning", "encrypted_content": null}, {"id": "msg_5b42e76a206940b48f6338b7ac5a61cc", "content": [{"annotations": [], "text": "\n\n[{\"event_id\": 0, \"event_name\": \"Mentorship with John Doe\", \"start_time\": \"10:00\", \"duration\": 90}, {\"event_id\": 3, \"event_name\": \"Daily safety briefing: site hazards and mitigation\", \"start_time\": \"11:30\", \"duration\": 45}, {\"event_id\": 5, \"event_name\": \"Site logistics coordination meeting with the project manager\", \"start_time\": \"12:15\", \"duration\": 60}, {\"event_id\": 6, \"event_name\": \"Forklift certification refresher training\", \"start_time\": \"14:00\", \"duration\": 60}, {\"event_id\": 2, \"event_name\": \"Equipment maintenance check: crane and hoist inspection\", \"start_time\": \"15:00\", \"duration\": 30}, {\"event_id\": 1, \"event_name\": \"Concrete pour progress review for floor slab A\", \"start_time\": \"15:15\", \"duration\": 30}, {\"event_id\": 4, \"event_name\": \"Spontaneous problem\u2011solving huddle: unexpected structural issue\", \"start_time\": \"15:45\", \"duration\": 30}]", "type": "output_text", "logprobs": null}], "role": "assistant", "status": "completed", "type": "message"}], "parallel_tool_calls": true, "temperature": null, "tool_choice": "auto", "tools": [], "top_p": null, "background": null, "conversation": null, "max_output_tokens": null, "max_tool_calls": null, "previous_response_id": null, "prompt": null, "prompt_cache_key": null, "reasoning": null, "safety_identifier": null, "service_tier": null, "status": null, "text": null, "top_logprobs": null, "truncation": null, "usage": null, "user": null}, "reward": 0.0} diff --git a/resources_servers/calendar/dataset_preprocess.py b/resources_servers/calendar/dataset_preprocess.py new file mode 100644 index 000000000..713222013 --- /dev/null +++ b/resources_servers/calendar/dataset_preprocess.py @@ -0,0 +1,76 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import json +from argparse import ArgumentParser + +from tqdm import tqdm + +from nemo_gym.openai_utils import ( + NeMoGymResponseCreateParamsNonStreaming, +) + + +def main(args): + # Load the dataset + with open(args.input, "r") as f: + dataset = json.load(f) + + if args.exclude_success: + dataset = [d for d in dataset if d["grade"] == 0] + + ds_out = [] + + for sample in tqdm(dataset, desc=f"Processing samples from {args.input}", total=len(dataset)): + conversation = sample["conversation"][:-1] # remove the last message + for m in conversation: + if m["role"] == "assistant" and "reasoning_content" in m["content"]: + del m["reasoning_content"] + exp_cal_state = sample["exp_cal_state"] + if len(exp_cal_state) == 0: + continue + response_create_params = NeMoGymResponseCreateParamsNonStreaming(input=conversation, tools=[]) + ds_out.append( + json.dumps( + { + "responses_create_params": response_create_params.model_dump(exclude_unset=True), + "exp_cal_state": exp_cal_state, + } + ) + + "\n" + ) + + ds_out_train = ds_out[: -args.n_val] + ds_out_val = ds_out[-args.n_val :] + + with open(args.output_train, "w") as f: + f.writelines(ds_out_train) + with open(args.output_val, "w") as f: + f.writelines(ds_out_val) + + +if __name__ == "__main__": + parser = ArgumentParser() + parser.add_argument("--input", type=str, help="Input JSONL file", default="./data/rollouts.json") + parser.add_argument("--n_val", type=int, help="Number of validation samples", default=128) + parser.add_argument( + "--exclude_success", + action="store_true", + help="Excludes successful rollouts from the input file", + default=False, + ) + parser.add_argument("--output_train", type=str, help="Output JSONL file", default="./data/train.jsonl") + parser.add_argument("--output_val", type=str, help="Output JSONL file", default="./data/validation.jsonl") + args = parser.parse_args() + main(args) diff --git a/resources_servers/calendar/generate_rollouts.py b/resources_servers/calendar/generate_rollouts.py new file mode 100644 index 000000000..25ba564eb --- /dev/null +++ b/resources_servers/calendar/generate_rollouts.py @@ -0,0 +1,127 @@ +import json +import os +from argparse import ArgumentParser +from concurrent.futures import ThreadPoolExecutor, as_completed + +from prompts import SYSTEM_PROMPT_EASY, SYSTEM_PROMPT_HARD +from rich.progress import MofNCompleteColumn, Progress, SpinnerColumn, TimeElapsedColumn +from utils import generate_assistant_response, grade_assistant_response + + +def generate_rollouts(system_prompt, sample, mode="hard"): + # Generate rollouts for the sample + allow_no_json_list = True + if mode == "hard": + allow_no_json_list = False + conversation = [{"role": "system", "content": system_prompt}] + grade = 1 + for exp_cal_state, user_prompt in zip(sample["expected_calendar_states"], sample["user_prompts"]): + conversation.append({"role": "user", "content": user_prompt}) + assistant_response, reasoning_content = generate_assistant_response(conversation, args.model) + conversation.append( + {"role": "assistant", "content": assistant_response, "reasoning_content": reasoning_content} + ) + grade, grade_reason = grade_assistant_response( + assistant_response, exp_cal_state, allow_no_json_list=allow_no_json_list + ) + if grade in [0, None]: + break + return conversation, grade, grade_reason, exp_cal_state + + +def process_sample(i, sample, min_cal_entries=None, min_time=600, max_time=960, n_retries=4): + """Process a single sample and return the result with its index.""" + + if i % 2 == 0: + system_prompt = SYSTEM_PROMPT_EASY.format(start_time_str=min_time, end_time_str=max_time) + mode = "easy" + else: + system_prompt = SYSTEM_PROMPT_HARD.format(start_time_str=min_time, end_time_str=max_time) + mode = "hard" + + for _ in range(n_retries): + try: + conversation, grade, grade_reason, exp_cal_state = generate_rollouts(system_prompt, sample, mode=mode) + if (min_cal_entries is None) or len(exp_cal_state) >= min_cal_entries: + break + except Exception: + conversation = None + grade = None + exp_cal_state = None + return i, { + "conversation": conversation, + "grade": grade, + "grade_reason": grade_reason, + "exp_cal_state": exp_cal_state, + "mode": mode, + } + + +def main(args): + # Load the dataset + with open(args.input, "r") as f: + dataset = json.load(f) + if args.offset is not None: + dataset = dataset[args.offset :] + if args.n_samples is not None: + dataset = dataset[: args.n_samples] + + # Use ThreadPoolExecutor to parallelize processing + ds_out = [] + with Progress( + SpinnerColumn(), *Progress.get_default_columns(), MofNCompleteColumn(), TimeElapsedColumn() + ) as progress: + task = progress.add_task("[cyan]Generating rollouts...", total=len(dataset)) + + with ThreadPoolExecutor(max_workers=args.n_workers) as executor: + futures = { + executor.submit(process_sample, i, sample, args.min_cal_entries, args.min_time, args.max_time): i + for i, sample in enumerate(dataset) + } + + # Collect results as they complete + for future in as_completed(futures): + i, result = future.result() + + if result["grade"] is not None: + ds_out.append(result) + progress.update(task, advance=1, description=f"[cyan]Generating rollouts... (completed sample {i})") + + os.makedirs(os.path.dirname(args.output), exist_ok=True) + len_conv_avg = 0 + n = 0 + for sample in ds_out: + if sample["grade"] is not None: + len_conv_avg += ( + len(sample["conversation"]) - 1 + ) / 2 # -1 for the system prompt, /2 for the user and assistant messages + n += 1 + len_conv_avg /= n + print(f"Average number of assistant turns in valid conversations: {len_conv_avg}") + if args.min_cal_entries is not None and args.min_cal_entries > 0: + ds_out = [sample for sample in ds_out if len(sample["exp_cal_state"]) >= args.min_cal_entries] + print(f"Number of samples with at least {args.min_cal_entries} calendar entries: {len(ds_out)}") + + with open(args.output, "w") as f: + json.dump(ds_out, f, indent=2) + print(f"Rollouts saved to {args.output}") + + +if __name__ == "__main__": + parser = ArgumentParser() + parser.add_argument("--input", type=str, help="Input JSONL file", default="./data/train.json") + parser.add_argument("--output", type=str, help="Output JSONL file", default="./data/rollouts.json") + parser.add_argument("--model", type=str, help="Model to use", default="Qwen/Qwen3-8B") + parser.add_argument("--min-time", type=str, help="Minimum time for events", default="10am") + parser.add_argument("--max-time", type=str, help="Maximum time for events", default="4pm") + parser.add_argument("--offset", type=int, help="Number of samples to offset", default=None) + parser.add_argument("--n-samples", type=int, help="Number of samples to generate", default=None) + parser.add_argument("--n-workers", type=int, help="Number of parallel workers", default=100) + parser.add_argument( + "--min-cal-entries", + type=int, + help="Minimum number of calendar entries in the expected calendar state", + default=None, + ) + args = parser.parse_args() + main(args) diff --git a/resources_servers/calendar/prompts.py b/resources_servers/calendar/prompts.py new file mode 100644 index 000000000..d67567830 --- /dev/null +++ b/resources_servers/calendar/prompts.py @@ -0,0 +1,76 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +GENERATE_EVENTS_PROMPT = """I will give you a PERSONA. I want you to give me a **packed** calendar with exactly {n_events} events for someone with this persona either for their personal calendar or an event that they are organizing + +I want the output in a JSON array format. With each entry in the list consisting of the following fields: + +{{ + +"event_name": "name of the event/meeting (e.g. Online museum tour: Roman artifacts related to early Christianity)", + +"short_hand_name": "short hand way of referring to the meeting (e.g. the museum tour)", + +}} + +Additional Info + +1. The calendar is for a single day + +2. Only provide the JSON array in your response and nothing else. + +3. Ensure that the shorthand names uniquely refer to a single entry in the calendar. There shouldn't be any ambiguity in terms of which name refers to which entry. (e.g. if you have a shorthand name called "museum tour", it might be confusing if you had multiple museum tours in the calendar) + +4. Feel free to include 1:1 meetings with other people (use your imagination for names) + +5. Don't include events that implicitly mention time of day (e.g. "lunch break", "afternoon coffee", "end of day meeting", "morning briefing", etc.) + + +PERSONA: {persona}""" + + +USER_AGENT_PROMPT = """ +ROLE: You are roleplaying as a user with the following persona. +PERSONA: {persona} + +TASK: Generate the next user message in a conversation with a calendar assistant. + +PARTIAL CONVERSATION HISTORY: +{partial_conversation_history} + +YOUR GOAL FOR THIS MESSAGE: +{agenda} + +REQUIREMENTS: +1. Stay in character with your persona +2. Sound natural and conversational (contractions, casual language OK) +3. Only include information relevant to the AGENDA +4. Don't mention any days of the week in your messages. +6. Respond ONLY with valid JSON in this exact format: +{{ +"USER_MESSAGE": "your message here" +}} +""" + +SYSTEM_PROMPT = """You are a helpful assistant. If asked to help with organizing the user’s calendar, adhere to the following rules + +1. Calendar Format: Only print the calendar in a json list format with each entry containing the following fields: “event_id” (unique integer id), “event_name” (string), “start_time”(string in 24-hour HH:MM format), “duration” (integer - in minutes) +2. Initial State: Assume the calendar is empty at the start of the conversation. +3. User Constraints: Honor all time-based constraints specified by the user for an event (e.g., "before 11 am," "after 2 pm", "at 11:15am"). These constraints are permanent and **must be maintained during any rescheduling**. +4. Conflict Resolution: Ensure that there are no conflicts (overlapping events) in the calendar. If a new event conflicts with an existing one, automatically reschedule events to the next available slot that respects all active constraints. Do not ask for user confirmation. +5. Interpret constraints like "before 11 am" as "ends at or before 11 am", "after 2 pm" as "starts at or after 2 pm". +6. General Queries: For any requests not related to the calendar, respond as a helpful assistant. +7. Ensure that all events are between {start_time_str} and {end_time_str}. +8. Display the calendar in the json list format in every responses. e.g.[{{"event_id": 0, "event_name": "event name", "start_time": "10:00", "duration": 60}}, {{"event_id": 1, "event_name": "event name", "start_time": "11:00", "duration": 60}}]""" diff --git a/resources_servers/calendar/requirements.txt b/resources_servers/calendar/requirements.txt new file mode 100644 index 000000000..8b95b0186 --- /dev/null +++ b/resources_servers/calendar/requirements.txt @@ -0,0 +1,2 @@ +-e nemo-gym[dev] @ ../../ +rich \ No newline at end of file diff --git a/resources_servers/calendar/tests/README.md b/resources_servers/calendar/tests/README.md new file mode 100644 index 000000000..0188df2ff --- /dev/null +++ b/resources_servers/calendar/tests/README.md @@ -0,0 +1,166 @@ +# Calendar Resources Server Tests + +This directory contains tests for the Calendar Resources Server. + +## Overview + +The Calendar Resources Server is responsible for verifying calendar scheduling responses. It validates that scheduled events satisfy various constraints including: +- Time window constraints (min/max time) +- Temporal constraints (before, after, between, at) +- Event conflicts (no overlapping events) +- Duration matching +- Event count validation + +## Test File Structure + +### `test_app.py` + +Main test suite containing unit tests for the `CalendarResourcesServer` verification logic. + +#### Test Helper Methods + +- **`_create_server()`**: Creates a CalendarResourcesServer instance with mock configuration +- **`_create_real_request(response_content, exp_cal_state, request_id)`**: Creates a CalendarVerifyRequest with NeMoGymResponse objects +- **`_run_verify_test(real_request, expected_reward)`**: Executes the verify method and asserts the expected reward + +## Test Coverage + +### Basic Functionality Tests + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_sanity` | Server instance creation | N/A | +| `test_valid_response_single_event` | Single event scheduled correctly | 1 | +| `test_valid_response_multiple_events` | Multiple events scheduled correctly | 1 | +| `test_no_events_expected` | Valid response when no events expected | 1 | + +### Response Format Tests + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_think_tag_present` | Response contains `` tags | 0 | +| `test_invalid_json_extraction` | Response contains invalid JSON | 0 | +| `test_empty_calendar_state` | Empty schedule when events expected | 0 | + +### Event Count Validation + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_wrong_number_of_events_too_few` | Fewer events than expected | 0 | +| `test_wrong_number_of_events_too_many` | More events than expected | 0 | + +### Conflict Detection + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_time_conflict_between_events` | Overlapping events | 0 | + +### Temporal Constraint Tests + +#### "before" Constraint +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_constraint_before_valid` | Event ends before specified time | 1 | +| `test_constraint_before_violation` | Event ends after specified time | 0 | + +#### "after" Constraint +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_constraint_after_valid` | Event starts after specified time | 1 | +| `test_constraint_after_violation` | Event starts before specified time | 0 | + +#### "between" Constraint +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_constraint_between_valid` | Event within time window | 1 | +| `test_constraint_between_violation_starts_too_early` | Event starts before window | 0 | +| `test_constraint_between_violation_ends_too_late` | Event ends after window | 0 | + +#### "at" Constraint +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_constraint_at_valid` | Event starts at exact time | 1 | +| `test_constraint_at_violation` | Event starts at different time | 0 | + +#### No Constraint +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_constraint_none_valid` | Event with no constraint in valid time window | 1 | + +### Time Window Tests + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_event_starts_before_min_time` | Event starts before min_time | 0 | +| `test_event_ends_after_max_time` | Event ends after max_time | 0 | + +### Duration Tests + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_wrong_duration` | Event duration doesn't match expected | 0 | + +### Complex Scenarios + +| Test | Description | Expected Reward | +|------|-------------|-----------------| +| `test_complex_multi_event_schedule` | Multiple events with various constraints | 1 | + +## Running Tests + +### Run All Tests + +```bash +pytest test_app.py +``` + +### Run Specific Test + +```bash +pytest test_app.py::TestApp::test_valid_response_single_event +``` + +## Expected Calendar State Format + +The `exp_cal_state` parameter defines the expected calendar configuration: + +```python +{ + "0": { + "event_id": 0, + "duration": 60, # in minutes + "constraint": "between 2pm and 4pm", # or "before", "after", "at", None + "min_time": "10:00", # earliest allowed start time + "max_time": "16:00" # latest allowed end time + } +} +``` + +## Response Format + +Valid calendar responses should be JSON arrays: + +```json +[ + { + "event_id": 0, + "start_time": "2pm", + "duration": 60 + } +] +``` + +## Reward System + +- **Reward = 1**: All constraints satisfied, valid schedule +- **Reward = 0**: Constraint violation or invalid response + +## Common Failure Scenarios + +1. **Think Tags**: Responses containing `` tags always receive reward 0 +2. **JSON Parsing Errors**: Invalid JSON format results in reward 0 +3. **Event Count Mismatch**: Number of scheduled events must match expected count +4. **Time Conflicts**: Events cannot overlap in time +5. **Constraint Violations**: All temporal constraints must be satisfied +6. **Time Window Violations**: Events must fit within min_time and max_time +7. **Duration Mismatch**: Event durations must exactly match expected durations \ No newline at end of file diff --git a/resources_servers/calendar/tests/test_app.py b/resources_servers/calendar/tests/test_app.py new file mode 100644 index 000000000..cc80ace1f --- /dev/null +++ b/resources_servers/calendar/tests/test_app.py @@ -0,0 +1,495 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import asyncio +from unittest.mock import MagicMock + +from nemo_gym.base_resources_server import NeMoGymResponse +from nemo_gym.server_utils import ServerClient +from resources_servers.calendar.app import ( + CalendarResourcesServer, + CalendarResourcesServerConfig, + CalendarVerifyRequest, +) + + +class TestApp: + def _create_server(self): + """Helper to create server instance.""" + config = CalendarResourcesServerConfig(host="0.0.0.0", port=8080, entrypoint="", name="") + return CalendarResourcesServer(config=config, server_client=MagicMock(spec=ServerClient)) + + def _create_real_request(self, response_content, exp_cal_state, request_id=1): + """Helper to create real request with NeMoGymResponse.""" + # Create real NeMoGymResponse object + response = NeMoGymResponse( + id=f"resp_test_{request_id}", + created_at=0.0, + model="dummy", + object="response", + output=[ + { + "id": f"msg_test_{request_id}", + "content": [ + { + "annotations": [], + "text": response_content, + "type": "output_text", + } + ], + "role": "assistant", + "status": "completed", + "type": "message", + } + ], + parallel_tool_calls=True, + tool_choice="auto", + tools=[], + ) + + # Create real request object + return CalendarVerifyRequest( + id=request_id, + exp_cal_state=exp_cal_state, + responses_create_params={"input": []}, + response=response, + ) + + def _run_verify_test(self, real_request, expected_reward): + """Helper to run verify method and check results.""" + server = self._create_server() + + # Run the actual verify method with real objects + result = asyncio.run(server.verify(real_request)) + + # Check the actual results + assert result.reward == expected_reward + + def test_sanity(self) -> None: + """Test that we can create a server instance.""" + config = CalendarResourcesServerConfig( + host="0.0.0.0", + port=8080, + entrypoint="", + name="", + ) + CalendarResourcesServer(config=config, server_client=MagicMock(spec=ServerClient)) + + def test_valid_response_single_event(self): + """Test valid response with correctly scheduled single event.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = '[{"event_id": 0, "start_time": "2pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_valid_response_multiple_events(self): + """Test valid response with multiple correctly scheduled events.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + }, + "1": { + "event_id": 1, + "duration": 90, + "constraint": "between 12pm and 2pm", + "min_time": "10:00", + "max_time": "16:00", + }, + } + response_content = ( + '[{"event_id": 0, "start_time": "2pm", "duration": 60}, ' + '{"event_id": 1, "start_time": "12pm", "duration": 90}]' + ) + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_think_tag_present(self): + """Test that response with tag gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = ( + 'Planning the schedule...[{"event_id": 0, "start_time": "2pm", "duration": 60}]' + ) + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_no_events_expected(self): + """Test valid response when no events are expected.""" + exp_cal_state = {} + response_content = "No events to schedule." + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_invalid_json_extraction(self): + """Test that invalid JSON gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = "This is not valid JSON at all" + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_empty_calendar_state(self): + """Test that empty calendar state when events expected gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = "[]" + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_wrong_number_of_events_too_few(self): + """Test that having fewer events than expected gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + }, + "1": { + "event_id": 1, + "duration": 90, + "constraint": "between 12pm and 2pm", + "min_time": "10:00", + "max_time": "16:00", + }, + } + response_content = '[{"event_id": 0, "start_time": "2pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_wrong_number_of_events_too_many(self): + """Test that having more events than expected gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = ( + '[{"event_id": 0, "start_time": "2pm", "duration": 60}, ' + '{"event_id": 1, "start_time": "12pm", "duration": 90}]' + ) + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_time_conflict_between_events(self): + """Test that overlapping events get reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + }, + "1": { + "event_id": 1, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + }, + } + # Events overlap: 2pm-3pm and 2:30pm-3:30pm + response_content = ( + '[{"event_id": 0, "start_time": "2pm", "duration": 60}, ' + '{"event_id": 1, "start_time": "2:30pm", "duration": 60}]' + ) + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_before_violation(self): + """Test that violating 'before' constraint gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 45, + "constraint": "before 12:45pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event ends at 1pm, which is after 12:45pm + response_content = '[{"event_id": 0, "start_time": "12:15pm", "duration": 45}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_before_valid(self): + """Test that satisfying 'before' constraint gets reward 1.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 45, + "constraint": "before 12:45pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event ends at 12:00pm, which is before 12:45pm + response_content = '[{"event_id": 0, "start_time": "11:15am", "duration": 45}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_constraint_after_violation(self): + """Test that violating 'after' constraint gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "after 2pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 1:30pm, which is before 2pm + response_content = '[{"event_id": 0, "start_time": "1:30pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_after_valid(self): + """Test that satisfying 'after' constraint gets reward 1.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "after 2pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 2:30pm, which is after 2pm + response_content = '[{"event_id": 0, "start_time": "2:30pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_constraint_between_violation_starts_too_early(self): + """Test that starting before the 'between' window gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 1:30pm, before 2pm + response_content = '[{"event_id": 0, "start_time": "1:30pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_between_violation_ends_too_late(self): + """Test that ending after the 'between' window gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 90, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 3pm and ends at 4:30pm, after 4pm + response_content = '[{"event_id": 0, "start_time": "3pm", "duration": 90}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_between_valid(self): + """Test that satisfying 'between' constraint gets reward 1.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 90, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 2pm and ends at 3:30pm, within window + response_content = '[{"event_id": 0, "start_time": "2pm", "duration": 90}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_constraint_at_violation(self): + """Test that not starting at exact time for 'at' constraint gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 30, + "constraint": "at 12:15pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 12:30pm instead of 12:15pm + response_content = '[{"event_id": 0, "start_time": "12:30pm", "duration": 30}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_at_valid(self): + """Test that starting at exact time for 'at' constraint gets reward 1.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 30, + "constraint": "at 12:15pm", + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts exactly at 12:15pm + response_content = '[{"event_id": 0, "start_time": "12:15pm", "duration": 30}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_event_starts_before_min_time(self): + """Test that event starting before min_time gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 9am, before min_time of 10am + response_content = '[{"event_id": 0, "start_time": "9am", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_event_ends_after_max_time(self): + """Test that event ending after max_time gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event starts at 3:30pm and ends at 4:30pm, after max_time of 4pm (16:00) + response_content = '[{"event_id": 0, "start_time": "3:30pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_wrong_duration(self): + """Test that wrong event duration gets reward 0.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + } + } + # Event has duration 90 instead of expected 60 + response_content = '[{"event_id": 0, "start_time": "2pm", "duration": 90}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 0) + + def test_constraint_none_valid(self): + """Test that event with no constraint (None) is valid when in time window.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": None, + "min_time": "10:00", + "max_time": "16:00", + } + } + response_content = '[{"event_id": 0, "start_time": "2pm", "duration": 60}]' + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) + + def test_complex_multi_event_schedule(self): + """Test complex schedule with multiple events and different constraints.""" + exp_cal_state = { + "0": { + "event_id": 0, + "duration": 60, + "constraint": "between 2pm and 4pm", + "min_time": "10:00", + "max_time": "16:00", + }, + "1": { + "event_id": 1, + "duration": 90, + "constraint": "between 12pm and 2pm", + "min_time": "10:00", + "max_time": "16:00", + }, + "2": { + "event_id": 2, + "duration": 45, + "constraint": "before 12pm", + "min_time": "10:00", + "max_time": "16:00", + }, + "3": { + "event_id": 3, + "duration": 30, + "constraint": "at 10:00", + "min_time": "10:00", + "max_time": "16:00", + }, + } + response_content = ( + '[{"event_id": 0, "start_time": "2:30pm", "duration": 60}, ' + '{"event_id": 1, "start_time": "12:30pm", "duration": 90}, ' + '{"event_id": 2, "start_time": "10:30am", "duration": 45}, ' + '{"event_id": 3, "start_time": "10:00", "duration": 30}]' + ) + real_request = self._create_real_request(response_content, exp_cal_state) + self._run_verify_test(real_request, 1) diff --git a/resources_servers/calendar/utils.py b/resources_servers/calendar/utils.py new file mode 100644 index 000000000..4bd94d4a4 --- /dev/null +++ b/resources_servers/calendar/utils.py @@ -0,0 +1,194 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import json +import re + + +def time_to_minutes(time_str: str) -> int: + time_str = time_str.strip() + + if "am" in time_str or "pm" in time_str: + # Assume 12hr time format + if ":" not in time_str: + if "am" in time_str: + hour = int(time_str.replace("am", "")) + return hour * 60 if hour != 12 else 0 + elif "pm" in time_str: + hour = int(time_str.replace("pm", "")) + return (hour * 60 if hour != 12 else 0) + 12 * 60 + else: + # Handle format like "10:30am" or "2:15pm" + if "am" in time_str: + time_part = time_str.replace("am", "") + hour, minute = map(int, time_part.split(":")) + return (hour * 60 if hour != 12 else 0) + minute + elif "pm" in time_str: + time_part = time_str.replace("pm", "") + hour, minute = map(int, time_part.split(":")) + return ((hour * 60 if hour != 12 else 0) + 12 * 60) + minute + + raise ValueError(f"Unable to parse time: {time_str}") + else: + # Assume 24hr time format + hours, minutes = map(int, time_str.split(":")) + return hours * 60 + minutes + + +def minutes_to_time(minutes: int, format: str = "12hr") -> str: + if format == "12hr": + hours = minutes // 60 + mins = minutes % 60 + period = "am" if hours < 12 else "pm" + display_hours = hours if hours <= 12 else hours - 12 + if display_hours == 0: + display_hours = 12 + if mins == 0: + return f"{display_hours}{period}" + return f"{display_hours}:{mins:02d}{period}" + elif format == "24hr": + hours = minutes // 60 + mins = minutes % 60 + return f"{hours:02d}:{mins:02d}" + else: + raise ValueError(f"Invalid time format: {format}") + + +def extract_json_list(text: str) -> list: + """Extract the first JSON list containing objects from a string.""" + pattern = r"\[(?:[^\[\]]|\{[^}]*\})*\{(?:[^\[\]]|\{[^}]*\})*\}(?:[^\[\]]|\{[^}]*\})*\]" + + # Try to find a match + match = re.search(pattern, text, re.DOTALL) + if match: + json_str = match.group(0) + try: + return json.loads(json_str) + except json.JSONDecodeError: + return None + + return None + + +def is_event_conflicting(events, check_event, exclude_event=None): + """Check if an event conflicts with existing events. Returns conflicting event or None.""" + # Parse start time + event_start = time_to_minutes(check_event["start_time"]) + event_end = event_start + check_event["duration"] + + for existing in events: + if exclude_event and existing == exclude_event: + continue + + # Parse existing event time + existing_start = time_to_minutes(existing["start_time"]) + existing_end = existing_start + existing["duration"] + + # Check for overlap + if not (event_end <= existing_start or event_start >= existing_end): + return True + + return False + + +def is_constraint_satisfied(event, exp_event): + # Duration is incorrect + if event["duration"] != exp_event["duration"]: + return False + + # Event is outside the time window + min_time = time_to_minutes(exp_event["min_time"]) + max_time = time_to_minutes(exp_event["max_time"]) + event_start = time_to_minutes(event["start_time"]) + event_end = event_start + event["duration"] + if event_start < min_time or event_end > max_time: + return False + + # Event is not scheduled at the correct time + constraint = exp_event["constraint"] + if constraint is None: + return True + elif constraint.startswith("before "): + # Event must end before the specified time + time_str = constraint.replace("before ", "") + constraint_time = time_to_minutes(time_str) + return event_end <= constraint_time + + elif constraint.startswith("after "): + # Event must start after the specified time + time_str = constraint.replace("after ", "") + constraint_time = time_to_minutes(time_str) + return event_start >= constraint_time + + elif constraint.startswith("between "): + # Event must be between two times + parts = constraint.replace("between ", "").split(" and ") + if len(parts) != 2: + raise ValueError(f"Invalid 'between' constraint format: {constraint}") + + time_x = time_to_minutes(parts[0]) + time_y = time_to_minutes(parts[1]) + + # Event should start at or after time_x and end at or before time_y + return event_start >= time_x and event_end <= time_y + + elif constraint.startswith("at "): + # Event must start at the specified time + time_str = constraint.replace("at ", "") + constraint_time = time_to_minutes(time_str) + return event_start == constraint_time + return True + + +def grade_assistant_response(assistant_response, exp_cal_state, allow_no_json_list=False): + # invalid response + if "" in assistant_response: + return 0, "think_found" + + # valid response + elif len(exp_cal_state) == 0: + # No change expected + return 1, "pass" + else: + # events were expected to be scheduled/changed + try: + cal_state = extract_json_list(assistant_response) + if cal_state is None or len(cal_state) == 0: + if allow_no_json_list: + return 1, "pass" + else: + return 0, "no_json_list" + + events_dict = {} + for event in cal_state: + events_dict[str(event["event_id"])] = event + + # Assistant response has a different number of events than the expected calendar state + if len(events_dict) != len(exp_cal_state): + return 0, "different_number_of_events" + + # There are events with time conflicts + for event in cal_state: + if is_event_conflicting(cal_state, event, exclude_event=event): + return 0, "conflicting_events" + + # Events are not correctly scheduled + for event_id in exp_cal_state.keys(): + if not is_constraint_satisfied(events_dict[event_id], exp_cal_state[event_id]): + return 0, "constraint_violated" + except: + return 0, "error_in_grading" + + return 1, "pass" From 8e2156af4e65bd8fa13d6c332a1a3df3a0500a21 Mon Sep 17 00:00:00 2001 From: Sanjay Kariyappa Date: Tue, 11 Nov 2025 17:18:02 -0800 Subject: [PATCH 2/3] fixed copyright check, secret detector, data validation errors Signed-off-by: Sanjay Kariyappa --- resources_servers/calendar/configs/calendar.yaml | 4 ++-- .../calendar/create_synth_conversations.py | 2 +- resources_servers/calendar/generate_rollouts.py | 14 ++++++++++++++ 3 files changed, 17 insertions(+), 3 deletions(-) diff --git a/resources_servers/calendar/configs/calendar.yaml b/resources_servers/calendar/configs/calendar.yaml index 310524648..f03df4440 100644 --- a/resources_servers/calendar/configs/calendar.yaml +++ b/resources_servers/calendar/configs/calendar.yaml @@ -21,7 +21,7 @@ calendar_simple_agent: gitlab_identifier: dataset_name: calendar version: 0.0.1 - artifact_fpath: calendar_train.jsonl + artifact_fpath: calendar/train.jsonl license: Apache 2.0 - name: validation type: validation @@ -29,7 +29,7 @@ calendar_simple_agent: gitlab_identifier: dataset_name: calendar version: 0.0.1 - artifact_fpath: calendar_validation.jsonl + artifact_fpath: calendar/validation.jsonl license: Apache 2.0 - name: example type: example diff --git a/resources_servers/calendar/create_synth_conversations.py b/resources_servers/calendar/create_synth_conversations.py index cd79b3374..0cf058076 100644 --- a/resources_servers/calendar/create_synth_conversations.py +++ b/resources_servers/calendar/create_synth_conversations.py @@ -33,7 +33,7 @@ def __init__(self, model: str = "openai/gpt-oss-120b", response_json: bool = Fal api_key = os.getenv("NIMS_API_KEY") base_url = "https://integrate.api.nvidia.com/v1" elif endpoint == "vllm": - api_key = "EMPTY" + api_key = "EMPTY" # pragma: allowlist secret base_url = "http://localhost:8000/v1" if not api_key: raise ValueError("API_KEY is not set in the .env file.") diff --git a/resources_servers/calendar/generate_rollouts.py b/resources_servers/calendar/generate_rollouts.py index 25ba564eb..1176e0970 100644 --- a/resources_servers/calendar/generate_rollouts.py +++ b/resources_servers/calendar/generate_rollouts.py @@ -1,3 +1,17 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. import json import os from argparse import ArgumentParser From 9ce030ac917aff712c191e25aab140e9fd82fe0f Mon Sep 17 00:00:00 2001 From: Sanjay Kariyappa Date: Tue, 11 Nov 2025 17:35:33 -0800 Subject: [PATCH 3/3] fixed example validation Signed-off-by: Sanjay Kariyappa --- .../calendar/data/example_metrics.json | 41 +++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 resources_servers/calendar/data/example_metrics.json diff --git a/resources_servers/calendar/data/example_metrics.json b/resources_servers/calendar/data/example_metrics.json new file mode 100644 index 000000000..f1c4dde96 --- /dev/null +++ b/resources_servers/calendar/data/example_metrics.json @@ -0,0 +1,41 @@ +{ + "name": "example", + "type": "example", + "jsonl_fpath": "resources_servers/calendar/data/example.jsonl", + "num_repeats": 1, + "gitlab_identifier": null, + "license": null, + "Number of examples": 5, + "Number of tools": { + "Total # non-null values": 5, + "Average": 0.0, + "Min": 0.0, + "Max": 0.0, + "Median": 0.0, + "Standard deviation": 0.0 + }, + "Json-dumped number of words (proxy for token count)": { + "Total # non-null values": 5, + "Average": 1474.0, + "Min": 545.0, + "Max": 2318.0, + "Median": 1341.0, + "Standard deviation": 750.13 + }, + "Number of turns": { + "Total # non-null values": 5, + "Average": 13.0, + "Min": 5.0, + "Max": 21.0, + "Median": 11.0, + "Standard deviation": 6.78 + }, + "Temperature": { + "Total # non-null values": 0, + "Average": 0.0, + "Min": 0.0, + "Max": 0.0, + "Median": 0.0, + "Standard deviation": 0.0 + } +} \ No newline at end of file