Vibe Coding Discover

AI Agents

Deep research tool for local knowledge base.

★ 30547 forksPythonMITOqura-ai

A local deep-research agent that indexes PDF, DOCX, PPTX, image, text, and Markdown files in Qdrant, researches report sections in parallel, and writes a Markdown report. Jev evaluates evidence relevance, coverage, contradictions, and injection-like content.

Use Cases

Research a topic across local documentsGenerate structured reports with source-backed evidenceIdentify gaps in evidence and run follow-up searchesFilter and rerank retrieved passages

Built With

Language
Python
Frameworks
LangChain · LangGraph · Qdrant · Jev

Tags

deep research · local knowledge base · document analysis · multi-agent · evidence verification · Qdrant · report generation · RAG