GuidesVideosWebinar: Traceability and Observability in Multi-Step LLM Systems

Webinar: Traceability and Observability in Multi-Step LLM Systems

In this session, we talked about advanced techniques and best practices for implementing traceability and observability in multi-step LLM systems.

Topics that were covered:

  • Multi-Step LLM Applications: Understanding the complexity of LLM systems that involve multiple steps, agents, and chains.
  • Integration Example (RAG): A detailed examination of how RAG systems work. We’ll demonstrate how user input, message history, and additional memory are combined to produce an aggregated response with accompanying sources.
  • Traces for Observability: Learn about the role of traces in observability and how they serve as a powerful abstraction for logging and monitoring in both production and development environments.

Recording

Slides

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