Crate synaptic_elasticsearch 

Elasticsearch vector store integration for Synaptic.

This crate provides ElasticsearchVectorStore, an implementation of the VectorStore trait backed by Elasticsearch using its REST API with dense_vector fields and kNN search.

Example

use synaptic_elasticsearch::{ElasticsearchVectorStore, ElasticsearchConfig};

let config = ElasticsearchConfig::new("my_documents", 1536);
let store = ElasticsearchVectorStore::new(config);
store.ensure_index().await?;

Structs

Document

A document with content and metadata, used throughout the retrieval pipeline.

ElasticsearchConfig

Configuration for connecting to an Elasticsearch cluster.

ElasticsearchVectorStore

A VectorStore implementation backed by Elasticsearch.

Traits

Embeddings

Trait for embedding text into vectors.

VectorStore

Trait for vector storage backends.