Introspective Agents: Performing Tasks With Reflection with LlamaIndex

This video covers the new llama-index-agent-introspective package, where Introspective Agents are introduced. These agents use the reflection agentic pattern to perform tasks, meaning that they produce an initial response to a task and subsequently reflect and correct on it in order to produced an improved response. To perform reflection, one of two mechanisms can be chosen: one that only relies on the LLM's knowledge, and another that makes use of external tools.
The implementation of introspective agents is greatly inspired …

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