Deep Research Assistant
Automates complex research challenges and generates comprehensive reports through intelligent AI orchestration and human-in-the-loop interaction.
About
The Deep Research Assistant is an advanced, human-in-the-loop AI system designed for autonomous deep research and comprehensive reporting. Built on Mastra's modular, scalable architecture, it intelligently orchestrates specialized agents and workflows to tackle complex research challenges. Leveraging Retrieval-Augmented Generation (RAG) and an adaptive control system, it integrates dynamic information retrieval with Large Language Model (LLM) capabilities, ensuring responses are accurate, contextually relevant, and grounded in verifiable data.
Key Features
- Intelligent orchestration with dynamic agent networking and vNext capabilities
- True human-in-the-loop research with suspend/resume functionality and approval gates
- Retrieval-Augmented Generation (RAG) for grounded and contextually relevant responses
- Modular architecture powered by specialized AI agents and structured workflows
- Comprehensive report generation with advanced tracing for observability
- 2 GitHub stars
Use Cases
- Facilitating interactive research processes with human guidance and refinement loops
- Generating comprehensive, well-structured reports from diverse data sources
- Conducting multi-phase web research on complex and evolving topics
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