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s-siddhesh/LangAgentX

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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App README

🤖 LangAgentsX: Exploring Chains of Intelligence

LangAgentsX is a multi-agent LLM-powered chatbot that routes your queries through a graph of intelligent agents. Built with LangChain and LangGraph, this system explores academic and public knowledge from sources like arXiv and Wikipedia — delivering precise, source-aware answers in real time.

—🧩 Multi-agent orchestration
—🌐 Live Wikipedia + arXiv retrieval
—🤝 Hugging Face model integration
—🔄 Graph-based routing with LangGraph

Whether you're asking general questions or diving deep into research topics — LangAgentsX gets you intelligent, multi-source answers using agent collaboration.

🔍 Knowledge Sources

LangAgentsX retrieves data from multiple high-quality sources:

—📚 Wikipedia — general knowledge
—🧾 arXiv research papers — academic research
—🔍 FAISS-powered vector store — custom indexed documents

🧠 Tech Stack

Tool	Role
LangChain	Agent workflows, document loaders
LangGraph	Graph-based agent orchestration
Hugging Face	Embedding models & deployment (Spaces)
FAISS	Vector similarity search for RAG
Streamlit	Interactive frontend UI

🚀 Try It Out

Ask questions like:

—"How do LLM agents collaborate?"
—"Summarize adversarial attacks on transformers."
—"What are best practices in prompt engineering?"

LangAgentsX will route your query to the most relevant agent and knowledge source.

🛠️ Powered By

![Hugging Face](https://huggingface.co/) ![LangChain](https://www.langchain.com/) ![LangGraph](https://github.com/langchain-ai/langgraph) ![FAISS](https://github.com/facebookresearch/faiss) ![Streamlit](https://streamlit.io/)

✨ Built by Siddhesh S | Open-sourced for the LLM & AI community ❤️