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Ai Qdrant Store Laravel Package

symfony/ai-qdrant-store

Symfony AI Store integration for Qdrant vector database. Manage collections and points, run unified similarity search with filters, and connect Symfony AI apps to Qdrant for storing and querying embeddings.

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symfony/ai-elasticsearch-store 0.81 Elasticsearch Store integrates Elasticsearch as a vector store for Symfony AI Store. It supports kNN vector search using dense_vector fields, enabling similarity search and retrieval over embeddings with Elasticsearch-backed indexing and querying. 4 4 0 160 0 21.4 24.5 MIT 3 weeks ago
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symfony/ai-cache-store 0.81 Symfony AI Cache Store integrates a cache-backed vector store with Symfony AI Store, enabling lightweight storage and retrieval of embeddings using Symfony Cache. Ideal for development, testing, and small deployments where simplicity matters. 1 1 0 470 0 21.4 38.4 MIT 3 weeks ago
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symfony/ai-supabase-store 0.81 Supabase vector store integration for Symfony AI Store using PostgreSQL pgvector. Connect your Symfony AI apps to Supabase vector columns and the match_documents RPC for similarity search, with links to Supabase docs and Symfony AI contribution/resources. 2 2 0 137 0 21.4 27.0 MIT 3 weeks ago
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symfony/ai-milvus-store 0.80 Milvus Store integrates Milvus vector database with Symfony AI Store, enabling collection creation, entity insertion, and vector search with boolean filter expressions via Milvus REST APIs. Includes links to Milvus docs and Symfony AI contribution resources. 2 2 0 136 0 21.4 26.9 MIT 3 weeks ago
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symfony/ai-s3vectors-store 0.80 Symfony AI Store integration for AWS S3 Vectors. Store embeddings in S3 vector buckets and run similarity queries via the S3 Vectors API (PutVectors/QueryVectors). Useful for retrieval and semantic search using managed AWS infrastructure. 0 0 0 81 0 20.5 30.9 MIT 3 weeks ago
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symfony/ai-sqlite-store 0.80 SQLite vector store integration for Symfony AI Store. Supports full-text search via SQLite FTS5 and computes vector similarity distances in PHP. Compatible with sqlite-vec (vec0) extension for embedding storage and retrieval. 0 0 0 32 0 20.2 24.5 MIT 3 weeks ago
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symfony/ai-weaviate-store 0.79 Weaviate vector store integration for Symfony AI Store. Connect to a Weaviate instance to index embeddings and run similarity search using Weaviate’s APIs (REST/GraphQL). Part of the Symfony AI ecosystem. 1 1 0 136 0 21.4 29.7 MIT 3 weeks ago
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symfony/ai-meilisearch-store 0.79 Meilisearch Store integrates Meilisearch as a vector store for Symfony AI Store, enabling hybrid and vector/semantic search with semanticRatio support. Includes links to Meilisearch docs and points to the main Symfony AI repo for issues and PRs. 1 1 0 325 0 21.4 35.8 MIT 3 weeks ago
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symfony/ai-manticore-search-store 0.78 ManticoreSearch Store integrates ManticoreSearch as a vector store for Symfony AI Store, enabling KNN/vector similarity search backed by Manticore’s engine. Includes links to Manticore KNN docs plus Symfony AI contribution and issue resources. 3 3 0 168 0 21.5 25.5 MIT 3 weeks ago
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symfony/ai-surreal-db-store 0.78 SurrealDB vector store integration for Symfony AI Store. Use SurrealDB’s vector indexing and search (MTREE/HNSW) to store embeddings and perform similarity queries, leveraging SurrealQL vector functions for retrieval in Symfony AI applications. 1 1 0 136 0 21.4 29.7 MIT 3 weeks ago
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symfony/ai-chroma-db-store 0.78 ChromaDB Store integration for Symfony AI Store. Use ChromaDB as a vector store to manage collections and run query/get operations for embeddings and similarity search. Includes links to Chroma docs plus Symfony AI contributing and issue/PR resources. 0 0 0 3K 0 21.4 55.0 MIT 3 weeks ago
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symfony/ai-azure-search-store 0.78 Azure AI Search vector store integration for Symfony AI Store. Index and query embeddings using Azure’s vector search capabilities, enabling semantic retrieval for RAG and AI apps. Links to official docs plus Symfony AI contribution and issue resources. 2 2 0 417 0 21.4 34.7 MIT 3 weeks ago
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symfony/ai-store 0.78 Experimental Symfony AI Store component: a low-level abstraction to store and retrieve documents in vector stores. Use bridge packages to connect to providers like pgvector, Pinecone, Redis, Elasticsearch, Qdrant, ChromaDB, and more. 21 21 4 34K 0 22.0 51.5 MIT 3 weeks ago
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symfony/ai-surreal-db-message-store 0.78 SurrealDB Message Store integration for Symfony AI Chat. Persist and retrieve chat messages using SurrealDB, with guidance for HTTP-based SurrealDB setups. Part of the Symfony AI ecosystem; contribute or report issues in the main symfony/ai repo. 2 2 0 129 0 21.4 26.6 MIT 3 weeks ago
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symfony/ai-typesense-store 0.78 Typesense Store integrates the Typesense vector database with Symfony AI Store, enabling vector indexing and similarity search via Typesense’s vector search API. Part of the Symfony AI ecosystem, with issues and PRs handled in the main Symfony AI repo. 0 0 0 136 0 21.4 34.5 MIT 3 weeks ago
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symfony/ai-bundle 0.78 31 32 5 112K 0 22.3 57.3 MIT 3 weeks ago
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symfony/ai-open-search-store 0.78 OpenSearch vector store integration for Symfony AI Store. Index and query embeddings using OpenSearch knn_vector fields and k‑NN/approximate k‑NN search. Links to OpenSearch docs and contribution resources in the main Symfony AI repo. 1 1 0 512 0 21.4 39.0 MIT 3 weeks ago
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symfony/ai-postgres-store 0.78 Symfony AI Store integration for PostgreSQL using pgvector. Store and query embeddings with Postgres vector/halfvec types, distance operators, and indexing options. Links to pgvector docs plus Symfony AI contribution and issue resources. 2 2 1 4K 0 21.4 51.3 MIT 3 weeks ago
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symfony/ai-mongo-db-store 0.78 Integrates MongoDB Atlas Vector Search ($vectorSearch) as a vector store for Symfony AI Store, enabling storage and similarity search over embeddings using Atlas. Designed for use with MongoDB Atlas and the Symfony AI ecosystem. 2 2 0 2K 0 21.4 47.1 MIT 3 weeks ago
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symfony/ai-generic-platform 0.78 Generic Symfony AI platform package providing an extensible foundation to integrate AI providers and workflows in Symfony apps. Offers reusable abstractions, configuration-first setup, and a base for building chats, assistants, and other AI-powered features. 5 5 2 23K 0 21.1 57.8 MIT 3 weeks ago
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