· Amit Kothari · AI
LangChain vs LlamaIndex vs building it yourself
AI frameworks promise to simplify development, but they often add more complexity than they remove. LangChain has 90M+ monthly downloads yet introduces significant overhead, LlamaIndex excels at data connection, while direct API implementation provides clarity and control. Here is when each approach actually makes sense for your team.