Blogs
Developer insights and practical how-to articles from our experts to inspire and empower your search experience.
Accessing machine learning models in Elastic
Explore the machine learning (ML) models supported in Elastic, the Eland library for loading models and how to apply transformers & NLP in Elastic.
Improving information retrieval in the Elastic Stack: Introducing Elastic Learned Sparse Encoder, our new retrieval model
Learn about the Elastic Learned Sparse Encoder (ELSER), its retrieval performance, architecture, and training process.
Introducing Elastic Learned Sparse Encoder: Elastic’s AI model for semantic search
Learn about the Elastic Learned Sparse Encoder (ELSER), an AI model for high relevance semantic search across domains.
ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data
Learn how to implement a plugin and enable ChatGPT users to extend ChatGPT with any content indexed in Elasticsearch, using the Elastic documentation.
ChatGPT and Elasticsearch: OpenAI meets private data
Integrate Elasticsearch's search relevance with ChatGPT's question-answering capability to enhance your domain-specific knowledge base.
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.
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).
Elasticsearch and LangChain: unlocking the potential of large language models (LLMs)
Explore the synergy between LangChain and Elasticsearch and how they are pushing the boundaries of what's possible with large language models (LLMs).
Privacy-first AI search using LangChain and Elasticsearch
The world of search is changing very quickly. ChatGPT has cemented generative AI's place in making finding data faster. We'll use Elasticsearch and LangChain to build a private trivia bot on fun Star Wars trivia data.
How to use Elasticsearch to prompt ChatGPT with natural language
This blog post presents an experimental project for querying Elasticsearch in natural language using ChatGPT.
Monitor OpenAI API and GPT models with OpenTelemetry and Elastic
Learn how to monitor OpenAI API and GPT models using OpenTelemetry and Elastic in this blog post. Explore mothods for monitoring performance, cost, and more.
