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1. astraeus-rag-assistant astraeus-rag-assistant Public

   Local RAG system with a Streamlit chat UI, FastAPI service, ChromaDB vector search and cited answers. Sentence-transformers embeddings and flan-t5 generation, no API keys.

   Python

2. knowledge-graph-neo4j knowledge-graph-neo4j Public

   Requirements traceability knowledge graph: Python graph engine with inference rules, Neo4j, and a Streamlit chat UI that answers questions via a local LLM (read-only Text2Cypher)

   Python

3. rag-mcp-server rag-mcp-server Public

   MCP server that gives any MCP client semantic search over a local ChromaDB knowledge base, with citations

   Python

4. langgraph-document-qa langgraph-document-qa Public

   Multi-agent RAG on LangGraph: routing, backtracking, design alignment review and generation, fully local with Ollama and FAISS

   Python

5. intersteller-ai-website intersteller-ai-website Public

   Showcase of the Intersteller AI website- Avonshire (Next.js, React, TypeScript). Full source is private.