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.
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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.
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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.
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February 11, 2025
Are synonyms important in RAG?
Exploring the functionality of Elasticsearch synonyms in a RAG application.
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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.
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January 9, 2025
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.
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January 1, 2025
When hybrid search truly shines
Demonstrating when hybrid search is better than lexical or semantic search on their own.
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December 26, 2024
Using Ollama and Go for RAG applications
Creating a RAG application with Go using Ollama to leverage local models.
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December 16, 2024
Agentic RAG with Elasticsearch & Langchain
Discussing and implementing an agentic flow for Elastic RAG, where the LLM chooses to call an Elastic KB.