A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.
python ai semantic-search mistral rag streamlit ai-assistant qdrant vector-db langchain ollama document-qna
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Updated
Jun 30, 2025 - Python