Update README.md

Update requirements.txt: replace editable install directive with git repository URL

update dependencies to python 3.10

Remove editable install directive from requirements.txt

Update README.md and requirements.txt: modify export command and regenerate dependencies list

Update README.md: add instructions for syncing repo to Hugging Face and exporting requirements

Update requirements.txt: add comprehensive list of dependencies

update final experiment notes

upgrade dependencies.

Limit Wikipedia search tool output to 50,000 characters. So do not exceed token quota 250000.

Refactor BaseballQATool: simplify description for clarity

Enhance BaseballQATool: update description for clarity and add grounding tool configuration

Add BaseballQATool: implement tool for answering baseball player queries

Refactor BasicAgent: add top_p and seed parameters for enhanced model configuration

Update README.md: enhance experiments section with detailed scoring and tool descriptions

Fix gemini_model_liteLLM: ensure seed is consistently set to 42 for reproducibility

Update TranscribeAudioBytes tool: modify model to "gemini-2.5-pro" and add content generation configuration for more deterministic result.

Refactor ChessBestMove class: enhance move selection logic and improve output clarity

Refactor chess move functionality: replace chess_move tool with ChessBestMove class for improved clarity and structure

add pre-commit

Add pre-commit configuration for Ruff linter and formatter

Add chess_move tool and update imports in agents and tools modules

Remove unused imports from score.py, utils.py, and app.py for cleaner code

using a "redundant" import alias, instructs Ruff (and other tools) to respect the re-export

Refactor imports and enhance system prompts in agents and tools modules

Add pandas import to BasicAgent and change ReadExcelFileBytes output type to object

Refactor BasicAgent to allow model-determined thinking budget

Add lowercase formatting for answers and refine system prompt instructions

Update thinking budget in BasicAgent and enhance answer logging

Enhance WikipediaSearchTool to use Wikipedia API for fetching page content and improve description

Add lxml dependency to pyproject.toml and uv.lock

Refactor agent tools: add WikipediaSearchTool for querying Wikipedia and update imports

update dependencies

Add .DS_Store to .gitignore for macOS compatibility

Fix formatting issues in question_scorer and normalize_str functions

Add scoring functions for evaluating model answers against ground truth

Add CodeExecutionTool for executing Python code and answering questions

Add UnderstandImageBytes tool for image analysis and description generation

still have rate limit error. Update delay function to 8 seconds and modify BasicAgent instantiation to use default model

update dependencies

Refactor BasicAgent to use a specific model version and update delay function for rate limiting

Refactor BasicAgent to accept model parameter and update usage of gemini_model_liteLLM;

Refactor BasicAgent initialization to set sleep duration to 10 seconds and implement delay function for rate limiting.

Increase sleep duration in BasicAgent initialization and update DownloadFile description for clarity on return value and usage.

Add TranscribeAudioBytes tool for audio transcription using Google GenAI

Add experiments section to README with feature evaluations and scores

Enhance BasicAgent and tools: add DownloadFile and ReadExcelFileBytes; update call signature to include task_id

Update .gitignore to include agent_course_final_assignment.egg-info and improve formatting

Refactor BasicAgent and update system_prompt for improved answer formatting; enhance TranscribeYoutubeVideo tool with updated model.

Update pyproject.toml and uv.lock to add markdownify dependency and adjust package source settings