Agentic RAG with LangGraph, guardrails, FlashRank reranking, and page-accurate citations. Runs locally on Groq + embedded Qdrant.

ai fastapi flashrank groq guardrails langgraph llm nemoguardrails python qdrant rag retrieval-augmented-generation sentence-transformers streamlit
3 Open Issues Need Help Last updated: Jul 6, 2026

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documentation good first issue

Agentic RAG with LangGraph, guardrails, FlashRank reranking, and page-accurate citations. Runs locally on Groq + embedded Qdrant.

Python
#ai#fastapi#flashrank#groq#guardrails#langgraph#llm#nemoguardrails#python#qdrant#rag#retrieval-augmented-generation#sentence-transformers#streamlit
enhancement good first issue

Agentic RAG with LangGraph, guardrails, FlashRank reranking, and page-accurate citations. Runs locally on Groq + embedded Qdrant.

Python
#ai#fastapi#flashrank#groq#guardrails#langgraph#llm#nemoguardrails#python#qdrant#rag#retrieval-augmented-generation#sentence-transformers#streamlit

Agentic RAG with LangGraph, guardrails, FlashRank reranking, and page-accurate citations. Runs locally on Groq + embedded Qdrant.

Python
#ai#fastapi#flashrank#groq#guardrails#langgraph#llm#nemoguardrails#python#qdrant#rag#retrieval-augmented-generation#sentence-transformers#streamlit