hoangsonww/RAG-LangChain-AI-System
🧠A production-grade, agentic RAG platform for portfolio intelligence, combining LangChain, Chroma/FAISS, Hugging Face embeddings, and Ollama with dynamic entity extraction, backend API tool-chaining, and a real-time interactive assistant across deploy-ready frontend, backend, and infrastructure stacks.
This platform helps financial professionals like portfolio managers and investment analysts get accurate, evidence-backed answers about their portfolios. You input your investment data and documents, then ask questions via an interactive chat assistant. It provides concise, source-backed responses and insights, helping you make informed decisions.
Use this if you need a high-confidence AI assistant that can analyze your proprietary investment documents and structured portfolio data to provide reliable, traceable answers.
Not ideal if you are looking for a simple, off-the-shelf chatbot for general knowledge or if you don't have specific financial documents or data to ground the AI's responses.
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32
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10
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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