Category: AI
Articles tagged AI
RAG vs. Fine Tuning, a practical approach
Comparing RAG and fine-tuning tools with the practical example of an e-commerce chatbot.
Connect Agents to Elasticsearch with Model Context Protocol
Let’s use Model Context Protocol server to chat with your data in Elasticsearch.
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.
Building AI agents with AI SDK and Elastic
Do you keep hearing about AI agents, and aren't quite sure what they are or how to build one in TypeScript (or JavaScript)? Join me as I dive into what AI agents are, the possible use cases they can be used for, along with an example Travel Planner Agent built using AI SDK and Elasticsearch.
Configurable chunking settings for inference API endpoints
Elasticsearch open inference API extends support for configurable chunking for document ingestion with semantic text fields.
How to optimize RAG retrieval in Elasticsearch with DeepEval
Learn about RAG retrieval and how to optimize the Elasticsearch retriever in a RAG pipeline using DeepEval.
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.
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.
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.
Alibaba Cloud AI Service & Elasticsearch: Embeddings and reranking
Using Alibaba Cloud AI Service features with Elasticsearch.
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.
