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FastAPI-LangChain-Streaming

api-streaming.mp4

This project showcases a unique integration of LangChain's streaming capabilities with the FastAPI framework. It provides a practical example of how real-time streaming responses from language models can be achieved in a web application setting.

Key Feature

  • LangChain Streaming with FastAPI: The primary highlight of this project is the seamless combination of LangChain's language model streaming functionalities within a FastAPI application. This integration demonstrates the efficient handling of asynchronous streams of data from large language models, allowing for dynamic and responsive web API endpoints.

Usage

The project includes various Python scripts that illustrate different approaches to implementing LangChain's streaming in a FastAPI context. It serves as an excellent starting point for developers looking to explore real-time data processing with language models in web applications.

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Streaming with LCEL - RAG Demoproject with Frontend

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