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LlamaIndex goes beyond RAG so agents can make complex decisions


A new orchestration architecture from LlamaIndex brings more context and decision-making capabilities to AI agents.

For instance, in contract reviews, human analysts must extract key information, cross-reference regulatory requirements, identify potential risks and generate recommendations. “An ADW system can maintain state across steps, apply business rules, coordinate different components and take actions based on document content — not just analyze it.” It can direct agents to tap LlamaParse to extract information from data, maintain the state of the document context and process, then retrieve reference material from another knowledge base.

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