Generative AI

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.

ChatGPT and Elasticsearch revisited: Part 2 - The UI Abides
Using Ollama with the Inference API

February 14, 2025

Using Ollama with the Inference API

The Ollama API is compatible with the OpenAI API so it's very easy to integrate Ollama with Elasticsearch.

Unleashing your metadata: Self-querying retrievers with Elasticsearch

February 13, 2025

Unleashing your metadata: Self-querying retrievers with Elasticsearch

Discover how to utilize “self-quering” retrievers with Elasticsearch to increase the relevance of your Semantic search with structured filters.

Are synonyms important in RAG?

February 11, 2025

Are synonyms important in RAG?

Exploring the functionality of Elasticsearch synonyms in a RAG application.

Testing DeepSeek R1 locally for RAG with Ollama and Kibana

January 30, 2025

Testing DeepSeek R1 locally for RAG with Ollama and Kibana

Learn how to run a local instance of DeepSeek and connect to it from within Kibana.

Improving e-commerce search with query profiles in Elastic

Improving e-commerce search with query profiles in Elastic

Query profiles tackle semantic search challenges in e-commerce. This blog demonstrates how to enhance e-commerce search using query profiles in Elastic.

When hybrid search truly shines

When hybrid search truly shines

Demonstrating when hybrid search is better than lexical or semantic search on their own.

Using Ollama and Go for RAG applications

December 26, 2024

Using Ollama and Go for RAG applications

Creating a RAG application with Go using Ollama to leverage local models.

Agentic RAG with Elasticsearch & Langchain

Agentic RAG with Elasticsearch & Langchain

Discussing and implementing an agentic flow for Elastic RAG, where the LLM chooses to call an Elastic KB.

Ready to build state of the art search experiences?

Sufficiently advanced search isn’t achieved with the efforts of one. Elasticsearch is powered by data scientists, ML ops, engineers, and many more who are just as passionate about search as your are. Let’s connect and work together to build the magical search experience that will get you the results you want.

Try it yourself