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hoangsonww/RAG-LangChain-AI-System
ð§ 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.
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Feature: Proactive Portfolio Watchlists and Scheduled Insight Briefs
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Feature: Entity Graph Augmentation for Multi-Hop Portfolio Q&A
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Feature: Evaluation and Experimentation Platform (Offline Benchmarks + Online Feedback Loops)
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Feature: Multi-Workspace Tenancy with RBAC and Isolated Knowledge Bases
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Feature: Source Connectors and Incremental Sync Pipeline for Continuous Ingestion
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Feature: Grounded Answers - Citations, Span Highlighting, and Confidence/Abstain
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Feature: Add Hybrid Search (FAISS + Semantic + Keyword) for Better Retrieval Accuracy
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