June 12, 2025
The current state of MCP (Model Context Protocol)
Learn about MCP, project updates, features, security challenges, emerging use-cases, and how to tinker around with Elastic’s Elasticsearch MCP server.
June 2, 2025
AI-powered case deflection: build & deploy in minutes
Exploring the AI Assistant Knowledge Base capabilities combined with Playground to create a self-service case deflection platform.
May 20, 2025
Spring AI and Elasticsearch as your vector database
Building a complete AI application using Spring AI and Elasticsearch.
April 25, 2025
Build a powerful RAG workflow using LangGraph and Elasticsearch
In this blog, we will show you how to configure and customize the LangGraph Retrieval Agent Template with Elasticsearch to build a powerful RAG workflow for efficient data retrieval and AI-driven responses.
March 31, 2025
RAG vs. Fine Tuning, a practical approach
Comparing RAG and fine-tuning tools with the practical example of an e-commerce chatbot.
March 26, 2025
Parse PDF text and table data with Azure AI Document Intelligence
Learn how to parse PDF documents that contain text and table data with Azure AI Document Intelligence.
March 17, 2025
How to optimize RAG retrieval in Elastisearch with DeepEval
Learn how to optimize the Elasticsearch retriever in a RAG pipeline using DeepEval.
March 12, 2025
Unifying Elastic vector database and LLM functions for intelligent query
Leverage LLM functions for query parsing and Elasticsearch search templates to translate complex user requests into structured, schema-based searches for highly accurate results.
March 11, 2025
Building a Multimodal RAG system with Elasticsearch: The story of Gotham City
Learn how to build a Multimodal Retrieval-Augmented Generation (RAG) system that integrates text, audio, video, and image data to provide richer, contextualized information retrieval.