Articles
![ChatGPT and Elasticsearch: APM instrumentation, performance, and cost analysis](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2F03-strobes.jpg&w=3840&q=100)
Generative AI
•ChatGPT and Elasticsearch: APM instrumentation, performance, and cost analysis
Learn how to instrument a Python application that uses OpenAI, analyze its performance & cost and integrate large language models (LLMs).
![ChatGPT and Elasticsearch: enhance user experience with faceting, filtering, and more context](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fblog-elastic-ai-woman.jpg&w=3840&q=100)
Generative AI
•ChatGPT and Elasticsearch: enhance user experience with faceting, filtering, and more context
By providing ChatGPT more context and using Elasticsearch's facets & filters, you can refine the search and lower ChatGPT costs. Here's how.