ed-donner
Created multi research agent
Enhanced Deep Research Agent with Multi-Agent Architecture
Overview
This pull request introduces an enhanced version of the deep research agent that implements a multi-agent architecture with intelligent handoffs and specialized tools. The system provides a comprehensive research solution with interactive clarification, autonomous planning, and structured report generation.
Key Features
1. Multi-Agent Architecture
- Clarification Agent: Generates targeted questions to better understand research needs
- Planner Agent: Creates strategic search plans with reasoning and expected focus
- Search Agent: Performs focused web searches using WebSearchTool
- Writer Agent: Synthesizes information into comprehensive, well-structured reports
2. Enhanced Research Process
- Interactive clarification workflow to refine research scope
- Autonomous search planning with strategic reasoning
- Real-time web search capabilities with concise summarization
- Comprehensive report generation with structured outputs
- Progress tracking and status updates
3. Technical Improvements
- Asynchronous processing for efficient operations
- Pydantic models for robust data validation
- Structured output formats for each agent
- Dark mode friendly UI with modern styling
- Seamless agent handoffs and coordination
4. User Interface
- Modern, responsive design with dark mode support
- Step-by-step workflow guidance
- Clear progress indicators
- Interactive input/output sections
- Real-time updates and feedback
Implementation Details
Agent Specifications
- Each agent is implemented as a tool that can be called by other agents
- Agents use GPT-4o-mini model for optimal performance
- Structured output types using Pydantic models
- Clear instructions and reasoning for each step
Research Manager
- Centralized coordination of all agents
- Handles agent handoffs and data flow
- Manages the research workflow
- Provides progress updates
UI Components
- Built with Gradio for easy deployment
- Custom CSS for enhanced styling
- Responsive layout with clear sections
- Interactive elements for user engagement
Testing
- Verified agent interactions and handoffs
- Tested UI responsiveness and dark mode
- Validated research process workflow
- Confirmed output quality and structure
Dependencies
- Python 3.x
- Gradio
- OpenAI GPT models
- Pydantic
- WebSearchTool
hey @Asquarer02 this is a really substantive and impactful project, thank you. Hey I see there's a .pem file in the PR in a .gradio directory - did you intend to include that? Ed
hey @Asquarer02 this is a really substantive and impactful project, thank you. Hey I see there's a .pem file in the PR in a .gradio directory - did you intend to include that? Ed
Hi @ed-donner Yes I did not intend to include that. I have removed it in my recent commit. Thanks
Great! Thanks @Asquarer02 . Merged with thanks for a great contribution. Note that if this pem file contained a private key, then it might be contained within the git history so it's best to recycle the key. Thanks again for sharing!