Add specialized handling for known questions and implement debugging scripts for question validation

Enhance question answering hints and add debugging scripts for question validation

improving model

Refactor and add new debugging scripts; update question fetching logic

claude fix

test

opencode

update openrouter model

fix models

video update

fix vision

update agent

fix nvidia

feat: Reorder `smart_invoke` fallback to OpenRouter-Gemini-Groq, add adaptive Gemini model selection, and persist API tier for subsequent calls.

increase models

feat: Upgrade Gemini model, reorder model fallback tiers, enhance error handling, and add image tool forcing with a new test.

refactor: Remove explicit `google_api_key` assignment for Gemini model, relying on automatic environment variable pickup.

feat: Update `analyze_image` and `analyze_video` tool descriptions and system prompt rules to enhance multimedia processing.

feat: Increase processed questions in `app.py` and use `ToolMessage` for tool call results in `agent.py`.

feat: Implement audio analysis tools, enhance agent reasoning with a multi-step ReAct loop, and add local submission backup.

feat: introduce tools for local Python script execution and document reading, and refine GAIA output formatting.

update

feat: Add image and video analysis tools using Groq Vision, integrate file attachment handling into the agent, and configure VS Code Python settings.

Refactor web_search function to remove max_results parameter and default to 5 results in DuckDuckGo search.

add wiki

add wiki tool

update prompt

trying to add thought process

Refactor agent.py to remove the get_image_file tool and update app copy.py to process and print multiple questions from the API response.

update model

strip

clean final response

Refactor answer_message function to clean up final response handling by removing redundant print statement and trimming the response content for better formatting.

Add docstring to get_image_file function in agent.py to clarify its purpose and usage.

Remove version tag from Hugging Face model repository in agent.py for consistency.

Add placeholder function for image file retrieval in agent.py

Update Hugging Face model repository in agent.py to use DeepSeek-R1-0528 for improved text generation.

fixing empty output

Refactor answer_message function to prepend a SystemMessage for context, handle tool calls more robustly, and ensure final responses are generated without tool invocation. This enhances the overall response accuracy and flow.

fix

Fix web search output to use 'href' instead of 'url' for result links in agent.py

update ddgs

Enhance answer_message function to include tool execution and result integration. The function now processes tool calls from the AI response, executes them, and appends the results before generating the final response.

update prompt

reduce api call

update tool calling

update ddgs

Refactor web search tool decorator in agent.py from @tools to @tool for improved clarity and consistency.

fix2

web search tools