[EP] Tool Experiment

[antfin]

Develop a Model Experiments Panel where users can track different experiments on LLM tools, recording parameters and changes, and version all experiments with detailed information. Developers should be able to input experiment details directly in their code, ensuring comprehensive tracking and versioning.

As a developer, I want to track the parameters used in each experiment so that I can review and compare different experiment setups.
•The system records all parameters for each experiment.
•Parameters are displayed in an easily accessible format within the experiment details.

As a developer, I want to record changes made to the LLM during each experiment so that I can understand how modifications impact results.
•The system logs all changes made to the LLM, including model versions and configuration adjustments.
•Change logs are linked to specific experiments for easy reference.

As a developer, I want to version all experiments so that I can maintain a history of modifications and results.
•The system assigns a unique version identifier to each experiment.
•Users can access previous versions of experiments and view associated details.

As a developer, I want to input experiment information directly in my code so that the details are automatically recorded and tracked.
•The system provides a way for developers to annotate their code with experiment details.
•Annotated details are automatically captured and stored in the experiment panel.

As a developer, I want to view the history of all experiments so that I can analyze trends and make informed decisions based on past results.
•The system displays a history of all experiments, including parameters, changes, and results.
•Users can filter and search the experiment history to find specific details.

As a developer, I want to compare the results of different experiments so that I can identify the most effective configurations.
•The system allows users to select and compare multiple experiments.
•Comparison reports highlight differences in parameters, changes, and outcomes.

As a developer, I want to export experiment data so that I can share insights with my team and stakeholders.
•The system provides options to export experiment details in various formats (e.g., CSV, JSON).
•Exported data includes all relevant parameters, changes, and results.