diff --git a/backend/Makefile b/backend/Makefile
index 2388c47f42..ca1a2b01aa 100644
--- a/backend/Makefile
+++ b/backend/Makefile
@@ -25,12 +25,15 @@ clean-backend-docker:
 	@docker container rm -f nest-backend >/dev/null 2>&1 || true
 	@docker container rm -f nest-cache >/dev/null 2>&1 || true
 	@docker container rm -f nest-db >/dev/null 2>&1 || true
+	@docker container rm -f nest-nestbot >/dev/null 2>&1 || true
 	@docker container rm -f nest-worker >/dev/null 2>&1 || true
 	@docker image rm -f nest-backend:base >/dev/null 2>&1 || true
 	@docker image rm -f nest-local-backend >/dev/null 2>&1 || true
+	@docker image rm -f nest-local-nestbot >/dev/null 2>&1 || true
 	@docker image rm -f nest-snapshot-video >/dev/null 2>&1 || true
 	@docker volume rm -f nest-local_backend-venv >/dev/null 2>&1 || true
 	@docker volume rm -f nest-local_cache-data >/dev/null 2>&1 || true
+	@docker volume rm -f nest-local_nestbot-venv >/dev/null 2>&1 || true
 
 create-superuser:
 	@CMD="python manage.py createsuperuser" $(MAKE) exec-backend-command-it
@@ -44,6 +47,12 @@ exec-backend-command-it:
 exec-db-command-it:
 	@docker exec -it nest-db $(CMD)
 
+exec-nestbot-command:
+	@docker exec -i nest-nestbot $(CMD)
+
+exec-nestbot-command-it:
+	@docker exec -it nest-nestbot $(CMD) 2>/dev/null
+
 clear-cache:
 	@CMD="python manage.py clear_cache" $(MAKE) exec-backend-command
 
diff --git a/backend/apps/ai/Makefile b/backend/apps/ai/Makefile
index 2ee28cbb24..105ede595a 100644
--- a/backend/apps/ai/Makefile
+++ b/backend/apps/ai/Makefile
@@ -1,51 +1,51 @@
 ai-run-agentic-rag:
 	@echo "Running agentic RAG"
-	@CMD="python manage.py ai_run_agentic_rag" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_run_agentic_rag" $(MAKE) exec-nestbot-command
 
 ai-update-chapter-chunks:
 	@echo "Updating chapter chunks"
-	@CMD="python manage.py ai_update_chapter_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_chapter_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-chapter-context:
 	@echo "Updating chapter context"
-	@CMD="python manage.py ai_update_chapter_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_chapter_context" $(MAKE) exec-nestbot-command
 
 ai-update-committee-chunks:
 	@echo "Updating committee chunks"
-	@CMD="python manage.py ai_update_committee_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_committee_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-committee-context:
 	@echo "Updating committee context"
-	@CMD="python manage.py ai_update_committee_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_committee_context" $(MAKE) exec-nestbot-command
 
 ai-update-event-chunks:
 	@echo "Updating event chunks"
-	@CMD="python manage.py ai_update_event_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_event_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-event-context:
 	@echo "Updating event context"
-	@CMD="python manage.py ai_update_event_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_event_context" $(MAKE) exec-nestbot-command
 
 ai-update-project-chunks:
 	@echo "Updating project chunks"
-	@CMD="python manage.py ai_update_project_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_project_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-project-context:
 	@echo "Updating project context"
-	@CMD="python manage.py ai_update_project_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_project_context" $(MAKE) exec-nestbot-command
 
 ai-update-repository-chunks:
 	@echo "Updating repository chunks"
-	@CMD="python manage.py ai_update_repository_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_repository_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-repository-context:
 	@echo "Updating repository context"
-	@CMD="python manage.py ai_update_repository_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_repository_context" $(MAKE) exec-nestbot-command
 
 ai-update-slack-message-chunks:
 	@echo "Updating Slack message chunks"
-	@CMD="python manage.py ai_update_slack_message_chunks" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_slack_message_chunks" $(MAKE) exec-nestbot-command
 
 ai-update-slack-message-context:
 	@echo "Updating Slack message context"
-	@CMD="python manage.py ai_update_slack_message_context" $(MAKE) exec-backend-command
+	@CMD="python manage.py ai_update_slack_message_context" $(MAKE) exec-nestbot-command
diff --git a/backend/apps/ai/models/chunk.py b/backend/apps/ai/models/chunk.py
index ad6f6c60cf..c1d87dcb8e 100644
--- a/backend/apps/ai/models/chunk.py
+++ b/backend/apps/ai/models/chunk.py
@@ -1,7 +1,6 @@
 """AI app chunk model."""
 
 from django.db import models
-from langchain.text_splitter import RecursiveCharacterTextSplitter
 from pgvector.django import VectorField
 
 from apps.ai.models.context import Context
@@ -34,6 +33,8 @@ def bulk_save(chunks, fields=None):
     @staticmethod
     def split_text(text: str) -> list[str]:
         """Split text into chunks."""
+        from langchain_text_splitters import RecursiveCharacterTextSplitter
+
         return RecursiveCharacterTextSplitter(
             chunk_size=200,
             chunk_overlap=20,
diff --git a/backend/apps/slack/common/handlers/ai.py b/backend/apps/slack/common/handlers/ai.py
index fd68bdc63c..c3cbbd8f99 100644
--- a/backend/apps/slack/common/handlers/ai.py
+++ b/backend/apps/slack/common/handlers/ai.py
@@ -4,7 +4,6 @@
 
 import logging
 
-from apps.ai.flows import process_query
 from apps.slack.blocks import markdown
 from apps.slack.utils import format_ai_response_for_slack
 
@@ -61,6 +60,8 @@ def process_ai_query(
 
     """
     try:
+        from apps.ai.flows import process_query
+
         return process_query(
             query, images=images, channel_id=channel_id, is_app_mention=is_app_mention
         )
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 1503ac1d84..d5301b21ec 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -6,11 +6,12 @@ version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
     {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "aiohttp"
@@ -18,7 +19,7 @@ version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7"},
     {file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821"},
@@ -141,6 +142,7 @@ files = [
     {file = "aiohttp-3.13.3-cp39-cp39-win_amd64.whl", hash = "sha256:c6b8568a3bb5819a0ad087f16d40e5a3fb6099f39ea1d5625a3edc1e923fc538"},
     {file = "aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
@@ -160,11 +162,12 @@ version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
     {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -175,7 +178,7 @@ version = "0.21.0"
 description = "asyncio bridge to the standard sqlite3 module"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"},
@@ -230,7 +233,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -242,7 +245,7 @@ version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
     {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
@@ -260,7 +263,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
@@ -300,11 +303,12 @@ version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "backoff"
@@ -312,7 +316,7 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
@@ -325,7 +329,7 @@ version = "5.0.0"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "bcrypt-5.0.0-cp313-cp313t-macosx_10_12_universal2.whl", hash = "sha256:f3c08197f3039bec79cee59a606d62b96b16669cff3949f21e74796b6e3cd2be"},
@@ -578,7 +582,7 @@ version = "1.4.0"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "build-1.4.0-py3-none-any.whl", hash = "sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"},
@@ -600,7 +604,7 @@ version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
     {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
@@ -612,7 +616,7 @@ version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
     {file = "cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49"},
@@ -699,7 +703,7 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\""}
+markers = {main = "platform_python_implementation != \"PyPy\"", nestbot = "python_version == \"3.13\" and platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -710,7 +714,7 @@ version = "3.5.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
 files = [
     {file = "cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0"},
     {file = "cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132"},
@@ -722,7 +726,7 @@ version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d"},
     {file = "charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8"},
@@ -845,7 +849,7 @@ version = "1.1.1"
 description = "Chroma."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "chromadb-1.1.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:27fe0e25ef0f83fb09c30355ab084fe6f246808a7ea29e8c19e85cf45785b90d"},
@@ -894,11 +898,12 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main", "dev", "nestbot"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -909,12 +914,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev", "test"]
+groups = ["main", "dev", "nestbot", "test"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "python_version == \"3.13\" and os_name == \"nt\" or platform_system == \"Windows\" or python_version == \"3.13\" and sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\"", nestbot = "python_version == \"3.13\" and os_name == \"nt\" or platform_system == \"Windows\" or python_version == \"3.13\" and sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "coloredlogs"
@@ -922,7 +927,7 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
@@ -1046,7 +1051,7 @@ version = "1.8.0"
 description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
 optional = false
 python-versions = "<3.14,>=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "crewai-1.8.0-py3-none-any.whl", hash = "sha256:c24e5a3e5fe64c5da2c082cb47410d50addd2faff97927080651771f99d05642"},
@@ -1135,7 +1140,7 @@ version = "46.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.8"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a"},
     {file = "cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc"},
@@ -1192,6 +1197,7 @@ files = [
     {file = "cryptography-46.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c"},
     {file = "cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 cffi = {version = ">=2.0.0", markers = "python_full_version >= \"3.9.0\" and platform_python_implementation != \"PyPy\""}
@@ -1243,29 +1249,13 @@ webencodings = "*"
 doc = ["furo", "sphinx"]
 test = ["pytest", "ruff"]
 
-[[package]]
-name = "dataclasses-json"
-version = "0.6.7"
-description = "Easily serialize dataclasses to and from JSON."
-optional = false
-python-versions = "<4.0,>=3.7"
-groups = ["main"]
-files = [
-    {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
-    {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
-]
-
-[package.dependencies]
-marshmallow = ">=3.18.0,<4.0.0"
-typing-inspect = ">=0.4.0,<1"
-
 [[package]]
 name = "diskcache"
 version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
 optional = false
 python-versions = ">=3"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -1278,7 +1268,7 @@ version = "0.4.0"
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 optional = false
 python-versions = "*"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
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 python-versions = ">=3.6"
-groups = ["main"]
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 python-versions = ">=3.8"
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 python-versions = ">=3.10"
-groups = ["main", "dev"]
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 python-versions = ">=3.9"
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 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
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-
-[package.extras]
-docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil", "setuptools"]
-
 [[package]]
 name = "grpcio"
 version = "1.76.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -2174,7 +2102,7 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
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@@ -2186,7 +2114,7 @@ version = "1.2.0"
 description = "Fast transfer of large files with the Hugging Face Hub."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\" and (platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\")"
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@@ -2222,7 +2150,7 @@ version = "1.0.9"
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 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
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 python-versions = ">=3.9"
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@@ -2298,7 +2226,7 @@ version = "0.28.1"
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 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
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 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
+markers = "python_version == \"3.13\""
 files = [
     {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"},
     {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"},
@@ -2335,7 +2264,7 @@ version = "0.36.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "huggingface_hub-0.36.0-py3-none-any.whl", hash = "sha256:7bcc9ad17d5b3f07b57c78e79d527102d08313caa278a641993acddcb894548d"},
@@ -2375,7 +2304,7 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
@@ -2406,7 +2335,7 @@ version = "2.6.15"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
 files = [
     {file = "identify-2.6.15-py2.py3-none-any.whl", hash = "sha256:1181ef7608e00704db228516541eb83a88a9f94433a8c80bb9b5bd54b1d81757"},
     {file = "identify-2.6.15.tar.gz", hash = "sha256:e4f4864b96c6557ef2a1e1c951771838f4edc9df3a72ec7118b338801b11c7bf"},
@@ -2421,7 +2350,7 @@ version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
     {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
@@ -2436,7 +2365,7 @@ version = "8.7.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151"},
@@ -2461,7 +2390,7 @@ version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
@@ -2494,7 +2423,7 @@ version = "1.12.0"
 description = "structured outputs for llm"
 optional = false
 python-versions = "<4.0,>=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "instructor-1.12.0-py3-none-any.whl", hash = "sha256:88c2161c5ac7ccb60f9b9fc3e93e6a5750a0a28f2927d835b7d198018c3165d9"},
@@ -2546,7 +2475,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -2564,7 +2493,7 @@ version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"},
     {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"},
@@ -2679,7 +2608,7 @@ version = "0.25.3"
 description = "A package to repair broken json strings"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "json_repair-0.25.3-py3-none-any.whl", hash = "sha256:f00b510dd21b31ebe72581bdb07e66381df2883d6f640c89605e482882c12b17"},
@@ -2692,12 +2621,12 @@ version = "0.10.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
 files = [
     {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"},
     {file = "json5-0.10.0.tar.gz", hash = "sha256:e66941c8f0a02026943c52c2eb34ebeb2a6f819a0be05920a6f5243cd30fd559"},
 ]
-markers = {main = "python_version == \"3.13\""}
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.extras]
 dev = ["build (==1.2.2.post1)", "coverage (==7.5.3)", "mypy (==1.13.0)", "pip (==24.3.1)", "pylint (==3.2.3)", "ruff (==0.7.3)", "twine (==5.1.1)", "uv (==0.5.1)"]
@@ -2708,7 +2637,7 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-groups = ["main"]
+groups = ["nestbot"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
@@ -2723,7 +2652,7 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -2735,7 +2664,7 @@ version = "1.1.0"
 description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"},
@@ -2748,11 +2677,12 @@ version = "4.26.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce"},
     {file = "jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -2770,11 +2700,12 @@ version = "2025.9.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
     {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 referencing = ">=0.31.0"
@@ -2785,7 +2716,7 @@ version = "33.1.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "kubernetes-33.1.0-py2.py3-none-any.whl", hash = "sha256:544de42b24b64287f7e0aa9513c93cb503f7f40eea39b20f66810011a86eabc5"},
@@ -2808,175 +2739,42 @@ websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
 [package.extras]
 adal = ["adal (>=1.0.2)"]
 
-[[package]]
-name = "langchain"
-version = "0.3.27"
-description = "Building applications with LLMs through composability"
-optional = false
-python-versions = "<4.0,>=3.9"
-groups = ["main"]
-files = [
-    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
-    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
-]
-
-[package.dependencies]
-langchain-core = ">=0.3.72,<1.0.0"
-langchain-text-splitters = ">=0.3.9,<1.0.0"
-langsmith = ">=0.1.17"
-pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3"
-requests = ">=2,<3"
-SQLAlchemy = ">=1.4,<3"
-
-[package.extras]
-anthropic = ["langchain-anthropic"]
-aws = ["langchain-aws"]
-azure-ai = ["langchain-azure-ai"]
-cohere = ["langchain-cohere"]
-community = ["langchain-community"]
-deepseek = ["langchain-deepseek"]
-fireworks = ["langchain-fireworks"]
-google-genai = ["langchain-google-genai"]
-google-vertexai = ["langchain-google-vertexai"]
-groq = ["langchain-groq"]
-huggingface = ["langchain-huggingface"]
-mistralai = ["langchain-mistralai"]
-ollama = ["langchain-ollama"]
-openai = ["langchain-openai"]
-perplexity = ["langchain-perplexity"]
-together = ["langchain-together"]
-xai = ["langchain-xai"]
-
-[[package]]
-name = "langchain-community"
-version = "0.3.31"
-description = "Community contributed LangChain integrations."
-optional = false
-python-versions = "<4.0.0,>=3.9.0"
-groups = ["main"]
-files = [
-    {file = "langchain_community-0.3.31-py3-none-any.whl", hash = "sha256:1c727e3ebbacd4d891b07bd440647668001cea3e39cbe732499ad655ec5cb569"},
-    {file = "langchain_community-0.3.31.tar.gz", hash = "sha256:250e4c1041539130f6d6ac6f9386cb018354eafccd917b01a4cff1950b80fd81"},
-]
-
-[package.dependencies]
-aiohttp = ">=3.8.3,<4.0.0"
-dataclasses-json = ">=0.6.7,<0.7.0"
-httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.27,<2.0.0"
-langchain-core = ">=0.3.78,<2.0.0"
-langsmith = ">=0.1.125,<1.0.0"
-numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
-pydantic-settings = ">=2.10.1,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
-requests = ">=2.32.5,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
-tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
-
 [[package]]
 name = "langchain-core"
-version = "0.3.82"
+version = "1.2.15"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
-groups = ["main"]
+python-versions = "<4.0.0,>=3.10.0"
+groups = ["nestbot"]
 files = [
-    {file = "langchain_core-0.3.82-py3-none-any.whl", hash = "sha256:e7e1c786229b35ed0e710852b08ceff6cf0db9635fd45b1c04d91b9eb75099b8"},
-    {file = "langchain_core-0.3.82.tar.gz", hash = "sha256:00025f369344d4f983cdc56fcad7cbd6fb73f8cccbc37d5cee93b21994588d5e"},
+    {file = "langchain_core-1.2.15-py3-none-any.whl", hash = "sha256:8d920d8a31d8c223966a3993d8c79fd6093b9665f2222fc878812f3a52072ab7"},
+    {file = "langchain_core-1.2.15.tar.gz", hash = "sha256:7d5f5d2daa8ddbe4054a96101dc5d509926f831b9914808c24640987d499758c"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33.0,<2.0.0"
 langsmith = ">=0.3.45,<1.0.0"
-packaging = ">=23.2.0,<26.0.0"
+packaging = ">=23.2.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7.0,<5.0.0"
+uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.11"
+version = "1.1.1"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "langchain_text_splitters-0.3.11-py3-none-any.whl", hash = "sha256:cf079131166a487f1372c8ab5d0bfaa6c0a4291733d9c43a34a16ac9bcd6a393"},
-    {file = "langchain_text_splitters-0.3.11.tar.gz", hash = "sha256:7a50a04ada9a133bbabb80731df7f6ddac51bc9f1b9cab7fa09304d71d38a6cc"},
-]
-
-[package.dependencies]
-langchain-core = ">=0.3.75,<2.0.0"
-
-[[package]]
-name = "langgraph"
-version = "1.0.1"
-description = "Building stateful, multi-actor applications with LLMs"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "langgraph-1.0.1-py3-none-any.whl", hash = "sha256:892f04f64f4889abc80140265cc6bd57823dd8e327a5eef4968875f2cd9013bd"},
-    {file = "langgraph-1.0.1.tar.gz", hash = "sha256:4985b32ceabb046a802621660836355dfcf2402c5876675dc353db684aa8f563"},
-]
-
-[package.dependencies]
-langchain-core = ">=0.1"
-langgraph-checkpoint = ">=2.1.0,<4.0.0"
-langgraph-prebuilt = ">=1.0.0,<1.1.0"
-langgraph-sdk = ">=0.2.2,<0.3.0"
-pydantic = ">=2.7.4"
-xxhash = ">=3.5.0"
-
-[[package]]
-name = "langgraph-checkpoint"
-version = "3.0.1"
-description = "Library with base interfaces for LangGraph checkpoint savers."
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "langgraph_checkpoint-3.0.1-py3-none-any.whl", hash = "sha256:9b04a8d0edc0474ce4eaf30c5d731cee38f11ddff50a6177eead95b5c4e4220b"},
-    {file = "langgraph_checkpoint-3.0.1.tar.gz", hash = "sha256:59222f875f85186a22c494aedc65c4e985a3df27e696e5016ba0b98a5ed2cee0"},
-]
-
-[package.dependencies]
-langchain-core = ">=0.2.38"
-ormsgpack = ">=1.12.0"
-
-[[package]]
-name = "langgraph-prebuilt"
-version = "1.0.1"
-description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "langgraph_prebuilt-1.0.1-py3-none-any.whl", hash = "sha256:8c02e023538f7ef6ad5ed76219ba1ab4f6de0e31b749e4d278f57a8a95eec9f7"},
-    {file = "langgraph_prebuilt-1.0.1.tar.gz", hash = "sha256:ecbfb9024d9d7ed9652dde24eef894650aaab96bf79228e862c503e2a060b469"},
-]
-
-[package.dependencies]
-langchain-core = ">=0.3.67"
-langgraph-checkpoint = ">=2.1.0,<4.0.0"
-
-[[package]]
-name = "langgraph-sdk"
-version = "0.2.15"
-description = "SDK for interacting with LangGraph API"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
+python-versions = "<4.0.0,>=3.10.0"
+groups = ["nestbot"]
 files = [
-    {file = "langgraph_sdk-0.2.15-py3-none-any.whl", hash = "sha256:746566a5d89aa47160eccc17d71682a78771c754126f6c235a68353d61ed7462"},
-    {file = "langgraph_sdk-0.2.15.tar.gz", hash = "sha256:8faaafe2c1193b89f782dd66c591060cd67862aa6aaf283749b7846f331d5334"},
+    {file = "langchain_text_splitters-1.1.1-py3-none-any.whl", hash = "sha256:5ed0d7bf314ba925041e7d7d17cd8b10f688300d5415fb26c29442f061e329dc"},
+    {file = "langchain_text_splitters-1.1.1.tar.gz", hash = "sha256:34861abe7c07d9e49d4dc852d0129e26b32738b60a74486853ec9b6d6a8e01d2"},
 ]
 
 [package.dependencies]
-httpx = ">=0.25.2"
-orjson = ">=3.10.1"
+langchain-core = ">=1.2.13,<2.0.0"
 
 [[package]]
 name = "langsmith"
@@ -2984,7 +2782,7 @@ version = "0.6.2"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 files = [
     {file = "langsmith-0.6.2-py3-none-any.whl", hash = "sha256:1ea1a591f52683a5aeebdaa2b58458d72ce9598105dd8b29e16f7373631a6434"},
     {file = "langsmith-0.6.2.tar.gz", hash = "sha256:c2efd7ed61eed3b6fdbf158ea2e9862bc2636f2edc95e90d2faad9462773d097"},
@@ -3186,7 +2984,7 @@ version = "4.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"},
@@ -3211,7 +3009,7 @@ version = "3.0.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559"},
     {file = "markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419"},
@@ -3304,33 +3102,13 @@ files = [
     {file = "markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698"},
 ]
 
-[[package]]
-name = "marshmallow"
-version = "3.26.2"
-description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "marshmallow-3.26.2-py3-none-any.whl", hash = "sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73"},
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-]
-
-[package.dependencies]
-packaging = ">=17.0"
-
-[package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
-docs = ["autodocsumm (==0.2.14)", "furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
-tests = ["pytest", "simplejson"]
-
 [[package]]
 name = "mcp"
 version = "1.16.0"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "mcp-1.16.0-py3-none-any.whl", hash = "sha256:ec917be9a5d31b09ba331e1768aa576e0af45470d657a0319996a20a57d7d633"},
@@ -3361,7 +3139,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
@@ -3374,7 +3152,7 @@ version = "5.2.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "mmh3-5.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:81c504ad11c588c8629536b032940f2a359dda3b6cbfd4ad8f74cb24dcd1b0bc"},
@@ -3514,7 +3292,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
@@ -3533,7 +3311,7 @@ version = "6.7.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "multidict-6.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9f474ad5acda359c8758c8accc22032c6abe6dc87a8be2440d097785e27a9349"},
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@@ -3682,18 +3460,7 @@ files = [
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 ]
-
-[[package]]
-name = "mypy-extensions"
-version = "1.1.0"
-description = "Type system extensions for programs checked with the mypy type checker."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "nodeenv"
@@ -3701,7 +3468,7 @@ version = "1.10.0"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
 files = [
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     {file = "nodeenv-1.10.0.tar.gz", hash = "sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb"},
@@ -3713,7 +3480,7 @@ version = "2.4.1"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
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@@ -3788,6 +3555,7 @@ files = [
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 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "oauthlib"
@@ -3795,7 +3563,7 @@ version = "3.3.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -3813,7 +3581,7 @@ version = "1.23.2"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -3854,7 +3622,7 @@ version = "1.83.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
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@@ -3881,7 +3649,7 @@ version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -3897,7 +3665,7 @@ version = "1.34.1"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -3914,7 +3682,7 @@ version = "1.34.1"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "opentelemetry_exporter_otlp_proto_common-1.34.1-py3-none-any.whl", hash = "sha256:8e2019284bf24d3deebbb6c59c71e6eef3307cd88eff8c633e061abba33f7e87"},
@@ -3930,7 +3698,7 @@ version = "1.34.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
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@@ -3952,7 +3720,7 @@ version = "1.34.1"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "opentelemetry_exporter_otlp_proto_http-1.34.1-py3-none-any.whl", hash = "sha256:5251f00ca85872ce50d871f6d3cc89fe203b94c3c14c964bbdc3883366c705d8"},
@@ -3974,7 +3742,7 @@ version = "1.34.1"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "opentelemetry_proto-1.34.1-py3-none-any.whl", hash = "sha256:eb4bb5ac27f2562df2d6857fc557b3a481b5e298bc04f94cc68041f00cebcbd2"},
@@ -3990,7 +3758,7 @@ version = "1.34.1"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "opentelemetry_sdk-1.34.1-py3-none-any.whl", hash = "sha256:308effad4059562f1d92163c61c8141df649da24ce361827812c40abb2a1e96e"},
@@ -4008,7 +3776,7 @@ version = "0.55b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "opentelemetry_semantic_conventions-0.55b1-py3-none-any.whl", hash = "sha256:5da81dfdf7d52e3d37f8fe88d5e771e191de924cfff5f550ab0b8f7b2409baed"},
@@ -4025,7 +3793,8 @@ version = "3.11.5"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
+markers = "python_version == \"3.13\" or platform_python_implementation != \"PyPy\""
 files = [
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@@ -4116,71 +3885,13 @@ files = [
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 ]
 
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-name = "ormsgpack"
-version = "1.12.1"
-description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
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 python-versions = ">=3.6"
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 python-versions = ">=3.10"
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@@ -4707,8 +4429,10 @@ files = [
     {file = "psycopg2_binary-2.9.11-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9d3a9edcfbe77a3ed4bc72836d466dfce4174beb79eda79ea155cc77237ed9e8"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:44fc5c2b8fa871ce7f0023f619f1349a0aa03a0857f2c96fbc01c657dcbbdb49"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9c55460033867b4622cda1b6872edf445809535144152e5d14941ef591980edf"},
+    {file = "psycopg2_binary-2.9.11-cp39-cp39-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:2d11098a83cca92deaeaed3d58cfd150d49b3b06ee0d0852be466bf87596899e"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:691c807d94aecfbc76a14e1408847d59ff5b5906a04a23e12a89007672b9e819"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:8b81627b691f29c4c30a8f322546ad039c40c328373b11dff7490a3e1b517855"},
+    {file = "psycopg2_binary-2.9.11-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:b637d6d941209e8d96a072d7977238eea128046effbf37d1d8b2c0764750017d"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:41360b01c140c2a03d346cec3280cf8a71aa07d94f3b1509fa0161c366af66b4"},
     {file = "psycopg2_binary-2.9.11-cp39-cp39-win_amd64.whl", hash = "sha256:875039274f8a2361e5207857899706da840768e2a775bf8c65e82f60b197df02"},
 ]
@@ -4719,7 +4443,7 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
@@ -4732,7 +4456,7 @@ version = "0.4.2"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
@@ -4748,7 +4472,7 @@ version = "1.4.3"
 description = "Fast Base64 encoding/decoding"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "pybase64-1.4.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f63aa7f29139b8a05ce5f97cdb7fad63d29071e5bdc8a638a343311fe996112a"},
@@ -4974,12 +4698,12 @@ version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
     {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
 ]
-markers = {main = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", video = "implementation_name != \"PyPy\""}
+markers = {main = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", nestbot = "python_version == \"3.13\" and platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", video = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -4987,7 +4711,7 @@ version = "2.11.10"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "pydantic-2.11.10-py3-none-any.whl", hash = "sha256:802a655709d49bd004c31e865ef37da30b540786a46bfce02333e0e24b5fe29a"},
     {file = "pydantic-2.11.10.tar.gz", hash = "sha256:dc280f0982fbda6c38fada4e476dc0a4f3aeaf9c6ad4c28df68a666ec3c61423"},
@@ -5009,7 +4733,7 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"},
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"},
@@ -5121,7 +4845,8 @@ version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
+markers = "python_version == \"3.13\""
 files = [
     {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
     {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
@@ -5180,12 +4905,12 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "test"]
+groups = ["nestbot", "test"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
 ]
-markers = {main = "python_version == \"3.13\""}
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
@@ -5196,11 +4921,12 @@ version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "PyJWT-2.9.0-py3-none-any.whl", hash = "sha256:3b02fb0f44517787776cf48f2ae25d8e14f300e6d7545a4315cee571a415e850"},
     {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""}
@@ -5243,6 +4969,7 @@ files = [
     {file = "pynacl-1.6.2-cp38-abi3-win32.whl", hash = "sha256:5811c72b473b2f38f7e2a3dc4f8642e3a3e9b5e7317266e4ced1fba85cae41aa"},
     {file = "pynacl-1.6.2-cp38-abi3-win_amd64.whl", hash = "sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0"},
     {file = "pynacl-1.6.2-cp38-abi3-win_arm64.whl", hash = "sha256:834a43af110f743a754448463e8fd61259cd4ab5bbedcf70f9dabad1d28a394c"},
+    {file = "pynacl-1.6.2.tar.gz", hash = "sha256:018494d6d696ae03c7e656e5e74cdfd8ea1326962cc401bcf018f1ed8436811c"},
 ]
 
 [package.dependencies]
@@ -5273,7 +5000,7 @@ version = "5.3.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "video"]
+groups = ["nestbot", "video"]
 files = [
     {file = "pypdfium2-5.3.0-py3-none-android_23_arm64_v8a.whl", hash = "sha256:885df6c78d41600cb086dc0c76b912d165b5bd6931ca08138329ea5a991b3540"},
     {file = "pypdfium2-5.3.0-py3-none-android_23_armeabi_v7a.whl", hash = "sha256:6e53dee6b333ee77582499eff800300fb5aa0c7eb8f52f95ccb5ca35ebc86d48"},
@@ -5321,7 +5048,7 @@ version = "0.48.9"
 description = "A SQL query builder API for Python"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "PyPika-0.48.9.tar.gz", hash = "sha256:838836a61747e7c8380cd1b7ff638694b7a7335345d0f559b04b2cd832ad5378"},
@@ -5333,7 +5060,7 @@ version = "1.2.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "pyproject_hooks-1.2.0-py3-none-any.whl", hash = "sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"},
@@ -5346,7 +5073,7 @@ version = "3.5.4"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\" and sys_platform == \"win32\""
 files = [
     {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
@@ -5462,7 +5189,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -5477,7 +5204,7 @@ version = "1.1.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "test"]
+groups = ["nestbot", "test"]
 files = [
     {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"},
     {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"},
@@ -5492,7 +5219,7 @@ version = "0.0.21"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "python_multipart-0.0.21-py3-none-any.whl", hash = "sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090"},
@@ -5517,7 +5244,7 @@ version = "311"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\" and (sys_platform == \"win32\" or platform_system == \"Windows\")"
 files = [
     {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
@@ -5548,7 +5275,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main", "dev", "nestbot"]
 files = [
     {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
     {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
@@ -5745,11 +5472,12 @@ version = "0.37.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
     {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -5761,7 +5489,7 @@ version = "2024.9.11"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev", "nestbot"]
 files = [
     {file = "regex-2024.9.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1494fa8725c285a81d01dc8c06b55287a1ee5e0e382d8413adc0a9197aac6408"},
     {file = "regex-2024.9.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0e12c481ad92d129c78f13a2a3662317e46ee7ef96c94fd332e1c29131875b7d"},
@@ -5858,7 +5586,7 @@ files = [
     {file = "regex-2024.9.11-cp39-cp39-win_amd64.whl", hash = "sha256:faa3c142464efec496967359ca99696c896c591c56c53506bac1ad465f66e919"},
     {file = "regex-2024.9.11.tar.gz", hash = "sha256:6c188c307e8433bcb63dc1915022deb553b4203a70722fc542c363bf120a01fd"},
 ]
-markers = {main = "python_version == \"3.13\""}
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "reportlab"
@@ -5889,7 +5617,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "video"]
+groups = ["main", "nestbot", "video"]
 files = [
     {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
     {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
@@ -5911,7 +5639,7 @@ version = "2.0.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=3.4"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
@@ -5931,7 +5659,7 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
+groups = ["nestbot"]
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
@@ -5946,7 +5674,7 @@ version = "14.2.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "rich-14.2.0-py3-none-any.whl", hash = "sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"},
@@ -5966,7 +5694,7 @@ version = "0.30.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "rpds_py-0.30.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288"},
     {file = "rpds_py-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00"},
@@ -6084,6 +5812,7 @@ files = [
     {file = "rpds_py-0.30.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e"},
     {file = "rpds_py-0.30.0.tar.gz", hash = "sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "rq"
@@ -6108,7 +5837,7 @@ version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = false
 python-versions = "<4,>=3.6"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
@@ -6235,7 +5964,7 @@ version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
@@ -6248,7 +5977,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main", "dev", "nestbot"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -6290,99 +6019,12 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
-[[package]]
-name = "sqlalchemy"
-version = "2.0.45"
-description = "Database Abstraction Library"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
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 description = "SSE plugin for Starlette"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
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 python-versions = ">=3.10"
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 python-versions = ">=3.9"
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 python-versions = ">=3.10"
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 optional = false
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 optional = false
 python-versions = ">=3.9"
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 python-versions = ">=3.9"
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-]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [[package]]
 name = "yarl"
@@ -7458,7 +6934,7 @@ version = "1.22.0"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "nestbot"]
 files = [
     {file = "yarl-1.22.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c7bd6683587567e5a49ee6e336e0612bec8329be1b7d4c8af5687dcdeb67ee1e"},
     {file = "yarl-1.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5cdac20da754f3a723cceea5b3448e1a2074866406adeb4ef35b469d089adb8f"},
@@ -7591,6 +7067,7 @@ files = [
     {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
     {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
+markers = {nestbot = "python_version == \"3.13\""}
 
 [package.dependencies]
 idna = ">=2.0"
@@ -7603,7 +7080,7 @@ version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 markers = "python_version == \"3.13\""
 files = [
     {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
@@ -7649,7 +7126,7 @@ version = "0.25.0"
 description = "Zstandard bindings for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["nestbot"]
 files = [
     {file = "zstandard-0.25.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd"},
     {file = "zstandard-0.25.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7"},
@@ -7758,4 +7235,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "c605c1bab0ebe1c133102e8985473df5153a90bd9b6f828a5d455b8d383b3288"
+content-hash = "6d0c11b7c9e3754703acfff401be544778bf7cb932ffe37709976f9979bb627c"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index e3c9d29bdd..48999c51c8 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -14,7 +14,6 @@ packages = [ { include = "apps" } ]
 [tool.poetry.dependencies]
 algoliasearch = "^4.13.2"
 algoliasearch-django = "^4.0.0"
-crewai = { version = "^1.7.2", python = ">=3.10,<3.14" }
 django = "^6.0"
 django-configurations = "^2.5.1"
 django-cors-headers = "^4.7.0"
@@ -27,9 +26,6 @@ geopy = "^2.4.1"
 gunicorn = "^23.0.0"
 humanize = "^4.11.0"
 jinja2 = "^3.1.6"
-langchain = "^0.3.26"
-langchain-community = "^0.3.26"
-langgraph = "^1.0.1"
 lxml = "^6.0.0"
 markdown = "^3.7"
 openai = "~=1.83.0"
@@ -57,6 +53,10 @@ djlint = "^1.36.4"
 pre-commit = "^4.1.0"
 ruff = "^0.14.2"
 
+[tool.poetry.group.nestbot.dependencies]
+crewai = { version = "^1.7.2", python = ">=3.10,<3.14" }
+langchain-text-splitters = "^1.1.1"
+
 [tool.poetry.group.test.dependencies]
 pytest = "^9.0.1"
 pytest-cov = "^7.0"
diff --git a/backend/tests/apps/slack/common/handlers/ai_test.py b/backend/tests/apps/slack/common/handlers/ai_test.py
index dbf0324c8e..c479ccb730 100644
--- a/backend/tests/apps/slack/common/handlers/ai_test.py
+++ b/backend/tests/apps/slack/common/handlers/ai_test.py
@@ -93,7 +93,7 @@ def test_get_blocks_with_images(self, mock_markdown, mock_process_ai_query):
         )
         assert result == [expected_block]
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_success(self, mock_process_query):
         """Test successful AI query processing."""
         query = "What is OWASP?"
@@ -108,7 +108,7 @@ def test_process_ai_query_success(self, mock_process_query):
         )
         assert result == expected_response
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_failure(self, mock_process_query):
         """Test AI query processing failure returns None."""
         query = "What is OWASP?"
@@ -122,7 +122,7 @@ def test_process_ai_query_failure(self, mock_process_query):
         )
         assert result is None
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_returns_none(self, mock_process_query):
         """Test AI query processing when process_query returns None."""
         query = "What is OWASP?"
@@ -136,7 +136,7 @@ def test_process_ai_query_returns_none(self, mock_process_query):
         )
         assert result is None
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_non_owasp_question(self, mock_process_query):
         """Test AI query processing when question is not OWASP-related."""
         query = "What is the weather today?"
@@ -150,7 +150,7 @@ def test_process_ai_query_non_owasp_question(self, mock_process_query):
         )
         assert result == get_default_response()
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_with_images(self, mock_process_query):
         """Test process_ai_query passes images through to process_query."""
         query = "Describe this image"
@@ -166,7 +166,7 @@ def test_process_ai_query_with_images(self, mock_process_query):
         )
         assert result == expected_response
 
-    @patch("apps.slack.common.handlers.ai.process_query")
+    @patch("apps.ai.flows.process_query")
     def test_process_ai_query_with_images_and_channel(self, mock_process_query):
         """Test process_ai_query forwards images along with channel_id and is_app_mention."""
         query = "What is this?"
diff --git a/docker-compose/local/compose.yaml b/docker-compose/local/compose.yaml
index f87130e29e..bf12db7eec 100644
--- a/docker-compose/local/compose.yaml
+++ b/docker-compose/local/compose.yaml
@@ -23,7 +23,10 @@ services:
       DJANGO_DB_PORT: ${DJANGO_DB_PORT:-5432}
       DJANGO_DB_USER: ${DJANGO_DB_USER:-nest_user_dev}
       DJANGO_REDIS_HOST: ${DJANGO_REDIS_HOST:-nest-cache}
-      DJANGO_REDIS_PASSWORD: ${DJANGO_REDIS_HOST:-nest-cache-password}
+      DJANGO_REDIS_PASSWORD: ${DJANGO_REDIS_PASSWORD:-nest-cache-password}
+      # Disable Slack in backend - routes won't be registered.
+      DJANGO_SLACK_BOT_TOKEN: None
+      DJANGO_SLACK_SIGNING_SECRET: None
     networks:
       - nest-network
     ports:
@@ -72,7 +75,7 @@ services:
     container_name: nest-docs
     command: >
       sh -c '
-        mkdocs serve -a 0.0.0.0:8001
+        mkdocs serve -a 0.0.0.0:8002
       '
     build:
       context: ../../
@@ -80,7 +83,7 @@ services:
     networks:
       - nest-network
     ports:
-      - 8001:8001
+      - 8002:8002
     volumes:
       - ../../docs:/home/owasp/docs
       - docs-venv:/home/owasp/.venv
@@ -108,20 +111,54 @@ services:
       - frontend-next:/home/owasp/.next
       - frontend-node-modules:/home/owasp/node_modules
 
+  nestbot:
+    container_name: nest-nestbot
+    command: >
+      sh -c '
+        python manage.py runserver 0.0.0.0:8001
+      '
+    image: nest-local-nestbot
+    build:
+      context: ../../backend
+      dockerfile: ../docker/backend/Dockerfile.nestbot.local
+    depends_on:
+      backend:
+        condition: service_started
+      cache:
+        condition: service_healthy
+      db:
+        condition: service_healthy
+    env_file: ../../backend/.env
+    environment:
+      DJANGO_DB_HOST: ${DJANGO_DB_HOST:-db}
+      DJANGO_DB_NAME: ${DJANGO_DB_NAME:-nest_db_dev}
+      DJANGO_DB_PASSWORD: ${DJANGO_DB_PASSWORD:-nest_user_dev_password}
+      DJANGO_DB_PORT: ${DJANGO_DB_PORT:-5432}
+      DJANGO_DB_USER: ${DJANGO_DB_USER:-nest_user_dev}
+      DJANGO_REDIS_HOST: ${DJANGO_REDIS_HOST:-nest-cache}
+      DJANGO_REDIS_PASSWORD: ${DJANGO_REDIS_PASSWORD:-nest-cache-password}
+    networks:
+      - nest-network
+    ports:
+      - 8001:8001
+    volumes:
+      - ../../backend:/home/owasp
+      - nestbot-venv:/home/owasp/.venv
+
   worker:
     container_name: nest-worker
     command: >
       sh -c '
         python manage.py rqworker ai --with-scheduler
       '
-    image: nest-local-backend
+    image: nest-local-nestbot
     depends_on:
-      backend:
-        condition: service_started
       cache:
         condition: service_healthy
       db:
         condition: service_healthy
+      nestbot:
+        condition: service_started
     env_file: ../../backend/.env
     environment:
       DJANGO_DB_HOST: ${DJANGO_DB_HOST:-db}
@@ -129,13 +166,13 @@ services:
       DJANGO_DB_PASSWORD: ${DJANGO_DB_PASSWORD:-nest_user_dev_password}
       DJANGO_DB_PORT: ${DJANGO_DB_PORT:-5432}
       DJANGO_DB_USER: ${DJANGO_DB_USER:-nest_user_dev}
-      DJANGO_REDIS_HOST: ${DJANGO_REDIS_HOST:-cache}
+      DJANGO_REDIS_HOST: ${DJANGO_REDIS_HOST:-nest-cache}
       DJANGO_REDIS_PASSWORD: ${DJANGO_REDIS_PASSWORD:-nest-cache-password}
     networks:
       - nest-network
     volumes:
       - ../../backend:/home/owasp
-      - backend-venv:/home/owasp/.venv
+      - nestbot-venv:/home/owasp/.venv
 
 networks:
   nest-network:
@@ -147,3 +184,4 @@ volumes:
   docs-venv:
   frontend-next:
   frontend-node-modules:
+  nestbot-venv:
diff --git a/docker/backend/Dockerfile b/docker/backend/Dockerfile
index cdc3a4a6e4..420395ed0f 100644
--- a/docker/backend/Dockerfile
+++ b/docker/backend/Dockerfile
@@ -33,7 +33,7 @@ USER owasp
 
 COPY --chmod=444 --chown=root:root poetry.lock pyproject.toml ./
 RUN --mount=type=cache,target=${POETRY_CACHE_DIR},uid=${OWASP_UID},gid=${OWASP_GID} \
-    poetry install --no-root --without dev --without test --without video
+    poetry install --no-root --without dev --without nestbot --without test --without video
 
 COPY apps apps
 COPY entrypoint.sh manage.py wsgi.py ./
diff --git a/docker/backend/Dockerfile.local b/docker/backend/Dockerfile.local
index 8ef9b26218..9c9c1b32d8 100644
--- a/docker/backend/Dockerfile.local
+++ b/docker/backend/Dockerfile.local
@@ -1,6 +1,5 @@
-# Docker Hardened Images (DHI) - requires: docker login dhi.io
-# Use -dev variant for builder stage (includes build tools and shell)
-FROM dhi.io/python:3.13-dev AS builder
+# python:slim is used as base image to keep the image size small
+FROM python:3.13.7-slim AS builder
 
 SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 
@@ -14,6 +13,7 @@ ENV OWASP_GID=1000 \
 RUN apt-get update && apt-get install -y --no-install-recommends \
         build-essential \
         libffi-dev \
+        libpq-dev \
         libssl-dev \
         passwd \
         && rm -rf /var/lib/apt/lists/* && \
@@ -28,43 +28,34 @@ RUN --mount=type=cache,target=${PIP_CACHE_DIR} \
 USER owasp
 WORKDIR /home/owasp
 
-# Copy files as root first, then fix ownership and permissions
-USER root
-COPY --chown=${OWASP_UID}:${OWASP_GID} poetry.lock pyproject.toml ./
-RUN chmod 644 poetry.lock pyproject.toml
-
-USER owasp
-
-# Update lock file if pyproject.toml changed (e.g., Python version upgrade)
+COPY --chmod=444 --chown=root:root poetry.lock pyproject.toml ./
 RUN --mount=type=cache,target=${POETRY_CACHE_DIR},uid=${OWASP_UID},gid=${OWASP_GID} \
     --mount=type=cache,target=${PIP_CACHE_DIR} \
-    poetry install --no-root --without dev --without test --without video
+    poetry install --no-root --without dev --without nestbot --without test --without video
 
-# Use -dev variant for runtime stage to allow installing runtime dependencies
-# Still hardened, just includes shell and package manager for flexibility
-FROM dhi.io/python:3.13-dev
+# Runtime stage using python:slim
+FROM python:3.13.7-slim
 
 SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 
 ENV FORCE_COLOR=1 \
     PIP_CACHE_DIR="/home/owasp/.cache/pip" \
-    PATH="/home/owasp/.venv/bin:/usr/local/bin:$PATH" \
-    PYTHONPATH="/home/owasp:/home/owasp/.venv/lib/python3.13/site-packages" \
-    VIRTUAL_ENV="/home/owasp/.venv" \
+    PATH="/home/owasp/.venv/bin:$PATH" \
     PYTHONUNBUFFERED=1
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
-        postgresql-client \
-        passwd \
         curl \
+        libpq5 \
+        passwd \
+        postgresql-client \
         && rm -rf /var/lib/apt/lists/* && \
     groupadd -g 1000 owasp && \
     useradd -u 1000 -g owasp -m -s /bin/bash owasp
 
 # Install poetry for runtime (needed for volume-based development setup)
-RUN --mount=type=cache,target=/root/.cache/pip \
-    python3 -m pip install poetry --cache-dir /root/.cache/pip
+RUN --mount=type=cache,target=${PIP_CACHE_DIR} \
+    python -m pip install poetry --cache-dir ${PIP_CACHE_DIR}
 
 EXPOSE 8000
 
@@ -72,18 +63,3 @@ USER owasp
 WORKDIR /home/owasp
 
 COPY --from=builder --chmod=555 --chown=root:root /home/owasp /home/owasp
-
-# Fix ownership and permissions for volume compatibility
-# Also backup .venv to /tmp for volume initialization
-USER root
-RUN if [ -d /home/owasp/.venv ]; then \
-        chown -R 1000:1000 /home/owasp/.venv && \
-        chmod -R u+w /home/owasp/.venv && \
-        cp -r /home/owasp/.venv /tmp/.venv-backup && \
-        chown -R 1000:1000 /tmp/.venv-backup; \
-    fi && \
-    mkdir -p /home/owasp/.local/share && \
-    chown -R 1000:1000 /home/owasp/.local && \
-    chmod -R u+w /home/owasp/.local
-
-USER owasp
diff --git a/docker/backend/Dockerfile.nestbot.local b/docker/backend/Dockerfile.nestbot.local
new file mode 100644
index 0000000000..46aac97300
--- /dev/null
+++ b/docker/backend/Dockerfile.nestbot.local
@@ -0,0 +1,65 @@
+# python:slim is used as base image to keep the image size small
+FROM python:3.13.7-slim AS builder
+
+SHELL ["/bin/bash", "-o", "pipefail", "-c"]
+
+ENV OWASP_GID=1000 \
+    OWASP_UID=1000 \
+    PIP_CACHE_DIR="/home/owasp/.cache/pip" \
+    POETRY_CACHE_DIR="/home/owasp/.cache/pypoetry" \
+    POETRY_VIRTUALENVS_IN_PROJECT=true \
+    PYTHONUNBUFFERED=1
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        build-essential \
+        libffi-dev \
+        libpq-dev \
+        libssl-dev \
+        passwd \
+        && rm -rf /var/lib/apt/lists/* && \
+    groupadd -g ${OWASP_GID} owasp && \
+    useradd -u ${OWASP_UID} -g owasp -m -s /bin/bash owasp && \
+    mkdir -p ${POETRY_CACHE_DIR} /home/owasp/.local/share && \
+    chown -R owasp:owasp /home/owasp
+
+RUN --mount=type=cache,target=${PIP_CACHE_DIR} \
+    python -m pip install poetry --cache-dir ${PIP_CACHE_DIR}
+
+USER owasp
+WORKDIR /home/owasp
+
+COPY --chmod=444 --chown=root:root poetry.lock pyproject.toml ./
+RUN --mount=type=cache,target=${POETRY_CACHE_DIR},uid=${OWASP_UID},gid=${OWASP_GID} \
+    --mount=type=cache,target=${PIP_CACHE_DIR} \
+    poetry install --no-root --without dev --without test --without video
+
+# Runtime stage using python:slim
+FROM python:3.13.7-slim
+
+SHELL ["/bin/bash", "-o", "pipefail", "-c"]
+
+ENV FORCE_COLOR=1 \
+    PIP_CACHE_DIR="/home/owasp/.cache/pip" \
+    PATH="/home/owasp/.venv/bin:$PATH" \
+    PYTHONUNBUFFERED=1
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        libpq5 \
+        passwd \
+        postgresql-client \
+        && rm -rf /var/lib/apt/lists/* && \
+    groupadd -g 1000 owasp && \
+    useradd -u 1000 -g owasp -m -s /bin/bash owasp
+
+# Install poetry for runtime (needed for volume-based development setup)
+RUN --mount=type=cache,target=${PIP_CACHE_DIR} \
+    python -m pip install poetry --cache-dir ${PIP_CACHE_DIR}
+
+EXPOSE 8001
+
+USER owasp
+WORKDIR /home/owasp
+
+COPY --from=builder --chmod=555 --chown=root:root /home/owasp /home/owasp