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Implementation of LLM Agents: Should You Opt for LangChain? What Complexities Does LangChain Conceal?

Comparing LangChain and From-Scratch Implementations

Xinzhe Li, PhD in Language Intelligence
Level Up Coding
Published in
14 min readApr 29, 2024

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The integration of large language models (LLMs) with external tools has generated considerable excitement as it significantly enhances LLMs’ capability to perform complex tasks. Typically, due to the…

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