“Agent-like” Components within LlamaIndex
LlamaIndex provides core modules capable of automated reasoning for different use cases over your data.
Some of these core modules are shown below along with example tutorials (not comprehensive, please click into the guides/how-tos for more details).
SubQuestionQueryEngine for Multi-Document Analysis
Using LlamaIndex as as Tool within an Agent Framework
LlamaIndex can be used as as Tool within an agent framework - including LangChain, ChatGPT. These integrations are described below.
We have deep integrations with LangChain. LlamaIndex query engines can be easily packaged as Tools to be used within a LangChain agent, and LlamaIndex can also be used as a memory module / retriever. Check out our guides/tutorials below!