RAG-LangChain-AI-System

by hoangsonww · Agent Tool · ★ 38

About 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.

bertexpressjsfaissflaskgoogle-colabhuggingfacelangchainlangchain-pythonlanguage-modelllama2

Quick Facts

Stars38
Forks13
LanguageJupyter Notebook
CategoryAgent Tool
LicenseMIT
Quality Score36.3/100
Open Issues8
Last Updated2026-04-13
Created2025-02-05
Est. Tokens~7338k

Compatible Skills

These tools work well together with RAG-LangChain-AI-System for enhanced workflows:

  • langchain-mcp-tools-py — semantic(0.23)+complementary+shared_fw(langchain)+rare_topics+similar_pop (50%)
  • ollama-mcp — semantic(0.21)+complementary+shared_fw(ollama)+rare_topics+similar_pop (50%)
  • ollama-mcp-bridge — semantic(0.18)+complementary+shared_fw(ollama)+rare_topics+similar_pop (49%)
  • askimo — semantic(0.18)+complementary+shared_fw(ollama)+rare_topics+similar_pop (49%)

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Jupyter Notebook Agent Tools

Frequently Asked Questions

What is RAG-LangChain-AI-System?

RAG-LangChain-AI-System is 🧠 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. It is categorized as a Agent Tool with 38 GitHub stars.

What programming language is RAG-LangChain-AI-System written in?

RAG-LangChain-AI-System is primarily written in Jupyter Notebook. It covers topics such as bert, expressjs, faiss.

How do I install or use RAG-LangChain-AI-System?

You can find installation instructions and usage details in the RAG-LangChain-AI-System GitHub repository at github.com/hoangsonww/RAG-LangChain-AI-System. The project has 38 stars and 13 forks, indicating an active community.

What license does RAG-LangChain-AI-System use?

RAG-LangChain-AI-System is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools