Refactor imports in main_v2.py to include SmartSearchTool, enhance code organization in model_factory.py by removing unnecessary whitespace, and improve formatting in test_questions.py for better readability and consistency.

Enhance project structure by adding new files and updating dependencies. Introduce model_factory.py for streamlined model creation using environment variables. Update .gitignore to exclude additional cache and model files. Modify main_v2.py to utilize ModelFactory for model instantiation and adjust API key loading. Expand requirements.txt with new dependencies for improved functionality. Add new notebooks for fine-tuning and model training, enhancing project documentation and usability.

Refactor main_v2.py to update task formatting for dual answer requests, enhancing response structure. Implement error handling for JSON parsing in agent results, ensuring robust output. Add unit tests in test_questions.py to validate succinct answer accuracy against expected values. Remove unused extract_final_answer utility from utils.py, streamlining the codebase.

Refactor main_v2.py to remove unused tools and agents, replacing them with the new SmartSearchTool for improved search functionality. Update prompt template loading to use the modified YAML file. Clean up imports and enhance overall code organization for better maintainability.

Enhance main_v2.py by adding ToolCallingAgent for improved web search capabilities and updating prompt template loading method. Comment out unused agent initializations and adjust task handling to streamline agent functionality. Introduce new YAML-based prompt template for CodeAgent to enhance task execution clarity.

Update main_v2.py to format task instructions in GAIA-style, ensuring responses are concise and follow specific guidelines. Modify the task parameter to utilize the new formatted instructions for improved clarity and response accuracy.

Enhance agent functionality in main_v2.py by adding WikipediaSearchTool and updating DuckDuckGoSearchTool and VisitWebpageTool parameters. Modify agent initialization to accommodate new tools and increase max results and output length. Update requirements.txt to include Wikipedia-API dependency. Refactor imports for better organization across agent modules.

Refactor agent structure by modularizing agent implementations into separate directories for web, data analysis, and media agents. Remove legacy code from agents.py, prompts.py, and tools.py, enhancing maintainability. Update main_v2.py to reflect new import paths and agent initialization. Add new tools for enhanced functionality, including web searching and data extraction. Update requirements.txt to include necessary dependencies for new tools.

Refactor app.py to import main from main_v2.py, enhancing modularity. Introduce main_v2.py with a new agent implementation, including OpenTelemetry integration and YAML-based prompt templates. Update requirements.txt to reflect the latest smolagents version. Add tasks.json for VSCode to streamline development workflows.