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Gradio Template

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template for how to deploy a LangChain on Gradio ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/langchain-gradio-template?style=social)

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Type
Open Source

About Gradio Template

This repository provides a template for deploying LangChain applications using Gradio, making it easy to share LangChain apps on Hugging Face spaces. It includes an app.py file with a basic chatbot implementation that can be modified by changing the load_chain function. The template is inspired by James Weaver's examples and is designed to be straightforward to customize and deploy.

Key Features

Pre-built template for Gradio chatbot using LangChain
Easy deployment to Hugging Face spaces
Modular load_chain function for custom chains
Inspired by James Weaver's examples

Pros & Cons

Pros
  • Simple and quick setup for LangChain Gradio apps
  • Direct integration with Hugging Face spaces for easy sharing
  • Open source and freely available
Cons
  • Limited to a basic template; requires customization for advanced use
  • Documentation is minimal (only a README)
  • No support for non-chatbot applications out of the box

Best For

Deploying LangChain applications on Hugging Face spacesCreating quick prototypes of LangChain chatbotsSharing LangChain demos via Gradio

FAQ

How do I add my own chain?
Modify the load_chain function in app.py. Depending on the chain type, you may also need to adjust inputs/outputs in the chat function.
How to deploy to Hugging Face spaces?
Create a new Gradio space on Hugging Face, then copy the app.py and requirements.txt files. Do not copy the README as Hugging Face spaces require a specific format.