LiteLLM vs LangGraph
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psychology AI Verdict
description Overview
LiteLLM
LiteLLM is a lightweight library that provides a unified interface for calling various LLM APIs (OpenAI, Anthropic, Gemini, etc.) using the OpenAI format. While not a full 'orchestration' framework like LangChain, it is an essential infrastructure tool for production environments. It allows developers to switch between models with a single line of code change and provides features like load balanc...
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LangGraph
LangGraph is an extension of the LangChain ecosystem designed specifically for building stateful, multi-actor applications. Unlike linear chains, it allows for cycles, making it ideal for complex agents that need to loop back and correct their own mistakes. It provides fine-grained control over the execution flow, persistence for long-running tasks, and native support for human-in-the-loop interac...
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