1 year and 1 million messages later Lessons learned building AI agents on the Elasticsearch Platform
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News Source : Elastic.co
News Summary
- 5 lessons from a production agentic RAG system that handled one million messages across five AI tools from retrieval thresholds to token strategy.
- Elastic's AI Year in Review is built entirely from the analysis of those messages enriched with structured quality metadata.
- By analyzing these interactions, we can rapidly augment our solutions and ensure we're meeting real-world user needs.
- By the end of 2025, our AI tools handled 209,220 conversation threads spanning five tools, multiple user populations, and dozens of distinct use cases.
5 lessons from a production agentic RAG system that handled one million messages across five AI tools from retrieval thresholds to token strategySince 2024, our Field Technology team has been build [+10999 chars]
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