Elasticsearch + vector search integration — Blueprint | Agentifact

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Elasticsearch + vector search integration

elasticsearchintermediate30 min

Elasticsearch + vector search integration

Semantic similarity search, RAG pipelines, recommendation systems in AI agents

Prerequisites

→Elasticsearch 8.11+ cluster
→embedding generation tool (e.g.
→sentence-transformers)
→dims <=4096
→normalized vectors for cosine/dot_product.

Tools used

elasticsearch→

Further reading

https://www.elastic.co/search-labs/blog/vector-search-set-up-elasticsearch

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

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Difficulty

intermediate

Time Estimate

30 min

Tools

elasticsearch

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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