GitHub / hoangsonww / RAG-LangChain-AI-System
🧠This repository features an agentic, Retrieval-Augmented Generation (RAG) system powered by LangChain, FAISS, Hugging Face, and Ollama, running in Google Colab for portfolio support. It integrates document retrieval, dynamic entity extraction, and external API calls to generate context-aware responses with an interactive AI assistant.
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hoangsonww%2FRAG-LangChain-AI-System
PURL: pkg:github/hoangsonww/RAG-LangChain-AI-System
Stars: 34
Forks: 21
Open issues: 0
License: mit
Language: Jupyter Notebook
Size: 89 MB
Dependencies parsed at: Pending
Created at: 6 months ago
Updated at: about 1 month ago
Pushed at: about 1 month ago
Last synced at: about 1 month ago
Topics: bert, expressjs, faiss, flask, google-colab, huggingface, langchain, langchain-python, language-model, llama2, llm, machine-learning, ngrok, ollama, ollama-api, python, rag, retrieval-augmented-generation, transformers, typescript