Building Reliable Agentic AI Systems
a Thoughtworks write-up of a production LLM-based system architecture in place in Bayer, where an agentic RAG system is used to improve the user experience of searching historical nonclinical study reports. Lots of fairly sensible patterns emerging: Langfuse for observability, OpenSearch for vector embeddings, and Athena for structured data that can be queried.
Tags: llms thoughtworks architecture rag systems langfuse athena opensearch