document-qna

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sourabhmarne777 / rag-assistant-ollama

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

Updated Jun 30, 2025
Python

ajinkya0771 / Document-QnA-multi-level-RAG

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Multi-level Retrieval-Augmented Generation (RAG) systems for document Q&A, progressing from basic local pipelines to enterprise-grade architectures using LlamaIndex, LlamaParse, MixedBread, Groq, and Docker.

docker machine-learning embeddings groq vector-database llm llamaindex genai llamaparse ai-portfolio document-qna rag-generative-ai

Updated Dec 23, 2025
Python

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