LangChain vs LlamaIndex for AI Agents: Which to Choose
If an AI agent is supposed to reduce support load, speed up contract review, automate revenue operations, or remove an internal workflow bottleneck, the framework decision is a business decision before it is a developer preference. LangChain and LlamaIndex can both power production agents, but they create ROI in different places. The short version: LangChain is strongest when the agent has to orchestrate actions across tools, APIs, approvals, and stateful workflows. LlamaIndex is strongest when the agent has to find and synthesize the right information from messy company knowledge. Pick based on the operational constraint you need to remove, not the framework with the louder ecosystem. ...