Summary
LangChain is a framework for developing applications powered by large language models, simplifying development, productionization, and deployment stages.
Abstract
LangChain is an open-source framework that assists in creating applications utilizing large language models (LLMs). The framework facilitates development by providing reusable building blocks and components, enabling quicker application creation. For productionization, LangSmith helps inspect, monitor, and evaluate chains, allowing developers to continuously optimize and deploy with confidence. LangServe turns any chain into an API, ensuring seamless integration and deployment. LangChain comprises several libraries, such as langchain-core, langchain-community, and partner packages like langchain-openai and langchain-anthropic. Additional components like langgraph, langserve, and LangSmith further enhance the framework's capabilities.
Bullet Points
- •LangChain is a framework for developing applications powered by large language models (LLMs).
- •The framework simplifies development, productionization, and deployment stages.
- •LangChain provides open-source building blocks and components for faster application creation.
- •LangSmith helps inspect, monitor, and evaluate chains for continuous optimization and deployment.
- •LangServe turns any chain into an API for seamless integration and deployment.
- •The framework consists of several libraries, including langchain-core, langchain-community, and partner packages.
- •LangChain includes additional components like langgraph, langserve, and LangSmith for enhanced capabilities.