· 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 through abstraction layers and dependency bloat. LangChain offers flexibility at the cost of 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.