Agentic RAG System
CommunityAdvanced Retrieval-Augmented Generation for intelligent research
Authortrungka982004
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Agentic RAG System addresses the challenge of providing highly accurate, context-aware answers by intelligently routing queries across multiple knowledge tiers, including local knowledge bases, web search, and expert consultants.
Core Features & Use Cases
- Multi-Tiered Knowledge Base: Integrates local knowledge bases, web search, and expert consultants for comprehensive information retrieval.
- Hybrid Search: Combines BM25 keyword retrieval and vector search for optimal recall and precision.
- Real-time Interaction: Utilizes WebSocket for real-time updates and interactive feedback during the reasoning process.
- Automated Report Generation: Automatically compiles report text, generates tables, and uploads to Google Workspace.
- Use Case: Ideal for researchers or professionals needing to quickly gather and summarize information across various sources.
Quick Start
Start the Agentic RAG System and ask a question or request a specific piece of information.
Dependency Matrix
Required Modules
fastapisqlalchemypsycopg2ollamachromadb
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Agentic RAG System Download link: https://github.com/trungka982004/Agentic_rag_final_project/archive/main.zip#agentic-rag-system Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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