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.
March 5, 2025
How to build autocomplete feature on search application automatically using LLM generated terms
Learn how to enhance your search application with an automated autocomplete feature in Elastic Cloud using LLM-generated terms for smarter, more dynamic suggestions.
February 26, 2025
Embeddings and reranking with Alibaba Cloud AI service
Using Alibaba Cloud AI service features with Elastic.
February 21, 2025
ChatGPT and Elasticsearch revisited: Part 2 - The UI Abides
This blog expands on Part 1 by introducing a fully functional web UI for our RAG-based search system. By the end, you'll have a working interface that ties the retrieval, search, and generation process together—while keeping things easy to tweak and explore.