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Langchain Apps on Production with Jina ![GitHub Repo stars](https://img.shields.io/github/stars/jina-ai/langchain-serve?style=social)

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Type
Open Source
Company
Jina AI

About Jina

langchain-serve is an open-source framework that enables deployment of LangChain applications on Jina AI Cloud or on-premises infrastructure. It provides a one-command interface to turn LangChain apps into scalable, serverless REST/WebSocket APIs, supports building LLM-powered conversational Slack bots, and wraps apps as FastAPI packages. The project currently offers ready-made services for AutoGPT and BabyAGI agents. Note: This repository is archived and no longer maintained.

Key Features

One-command deployment of LangChain apps to Jina AI Cloud
Deploy on own infrastructure for data privacy
Create REST/WebSocket APIs from LangChain apps
Build LLM-powered conversational Slack bots
Wrap LangChain apps as FastAPI packages
Supports AutoGPT-as-a-service and Babyagi-as-a-service
Scalable serverless architecture

Pros & Cons

Pros
  • Open-source and free to use
  • Easy one-command deployment to Jina AI Cloud
  • Supports both cloud and on-premises deployment
  • Integrates with Jina's scalable serverless architecture
  • Flexible output options: REST APIs, WebSockets, Slack bots
  • Pre-configured templates for popular AI agents
Cons
  • Repository is archived and no longer maintained (as of Oct 2023)
  • Tied to Jina AI Cloud for cloud deployment (vendor lock-in potential)
  • Limited to LangChain integration; not a general-purpose tool
  • Documentation and examples may be outdated due to archival

Best For

Deploying AI agents (AutoGPT, BabyAGI) as scalable servicesCreating REST APIs for LangChain-based applicationsBuilding Slack bots powered by large language modelsRunning LangChain apps in production with minimal configurationSelf-hosting LangChain apps to ensure data privacy

FAQ

What is langchain-serve?
langchain-serve is an open-source tool that helps deploy LangChain applications on Jina AI Cloud or on-premises with one command, providing scalable REST/WebSocket APIs, Slack bots, and FastAPI packaging.
Is langchain-serve still maintained?
No, the repository was archived by the owner on October 19, 2023 and is now read-only.
Can I deploy LangChain apps on my own infrastructure?
Yes, langchain-serve supports on-premises deployment to ensure data privacy.
What types of apps can I deploy with langchain-serve?
It currently wraps AutoGPT and BabyAGI as services, and allows you to deploy any LangChain app as a REST/WebSocket API or Slack bot.