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Ai Mongo Db Store Laravel Package
symfony/ai-mongo-db-store
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.
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| symfony/ai-click-house-store | 0.82 | ClickHouse vector store integration for Symfony AI Store. Store and query embeddings in ClickHouse using distance functions and ANN/vector indexes for fast similarity search. Links to ClickHouse docs plus Symfony AI contributing and issue tracker. | 1 | 1 | 0 | 97 | 0 | 22.8 | 27.6 | MIT | 2 weeks ago | |
| symfony/ai-milvus-store | 0.82 | Milvus Store adds Milvus vector database support to Symfony AI Store. Connect to a Milvus instance, create collections, insert vectors, run similarity searches, and apply boolean filter expressions using Milvus REST APIs. | 2 | 2 | 0 | 97 | 0 | 22.8 | 26.2 | MIT | 2 weeks ago | |
| symfony/ai-neo4j-store | 0.82 | Neo4j Store integration for Symfony AI Store, enabling use of Neo4j as a vector store with support for vector indexes. Includes links to Neo4j documentation and Symfony AI resources for contributing and reporting issues. | 1 | 1 | 0 | 102 | 0 | 22.8 | 27.9 | MIT | 2 weeks ago | |
| symfony/ai-azure-search-store | 0.82 | 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 | 346 | 0 | 22.9 | 34.5 | MIT | 2 weeks ago | |
| symfony/ai-s3vectors-store | 0.82 | 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 | 100 | 0 | 22.0 | 32.6 | MIT | 2 weeks ago | |
| symfony/ai-store | 0.82 | 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. | 22 | 22 | 4 | 40K | 0 | 23.4 | 52.5 | MIT | 2 weeks ago | |
| symfony/ai-elasticsearch-store | 0.82 | 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 | 179 | 0 | 22.9 | 25.4 | MIT | 2 weeks ago | |
| symfony/ai-pinecone-store | 0.82 | Symfony AI Store integration for Pinecone vector databases. Upsert, query, and delete embeddings, and work with Pinecone serverless indexes using Pinecone’s data/control plane APIs. Links to official Pinecone docs and Symfony AI contribution resources. | 2 | 2 | 0 | 126 | 0 | 22.4 | 26.4 | MIT | 2 weeks ago | |
| symfony/ai-surreal-db-store | 0.81 | 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 | 102 | 0 | 22.8 | 27.8 | MIT | 2 weeks ago | |
| async-aws/s3-vectors | 0.81 | Async AWS S3 Vectors client for PHP. Provides lightweight, non-blocking access to Amazon S3 vector features with request/response models, retries, and signing—ideal for apps that need fast, async integration without the full AWS SDK. | 0 | 0 | 0 | 8K | 0 | 20.3 | 62.7 | MIT | 1 month ago | |
| symfony/ai-weaviate-store | 0.81 | 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 | 141 | 0 | 22.8 | 30.1 | MIT | 2 weeks ago | |
| symfony/ai-qdrant-store | 0.81 | Qdrant Store integrates the Qdrant vector database with Symfony AI Store, enabling you to manage collections and points and run unified vector search with filters. Provides a Symfony-friendly bridge to Qdrant for embedding-based retrieval use cases. | 2 | 2 | 0 | 6K | 0 | 22.9 | 53.2 | MIT | 2 weeks ago | |
| symfony/ai-open-search-store | 0.81 | 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 | 560 | 0 | 22.8 | 39.9 | MIT | 2 weeks ago | |
| symfony/ai-manticore-search-store | 0.81 | 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 | 167 | 0 | 23.0 | 26.5 | MIT | 2 weeks ago | |
| symfony/ai-postgres-store | 0.81 | 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 | 7K | 0 | 23.0 | 55.2 | MIT | 2 weeks ago | |
| symfony/ai-voyage-platform | 0.81 | Symfony AI bridge for Voyage AI: integrate Voyage text and multimodal embeddings into Symfony apps. Provides a platform connector to call Voyage APIs and use embedding models for semantic search, RAG, and vector workflows. | 1 | 1 | 0 | 795 | 0 | 22.8 | 42.8 | MIT | 2 weeks ago | |
| symfony/ai-maria-db-store | 0.81 | MariaDB vector store integration for Symfony AI Store. Requires MariaDB 11.7+ for VECTOR columns, vector indexing, and distance search. Useful for building RAG and similarity search apps backed by MariaDB. | 2 | 2 | 0 | 1K | 0 | 22.9 | 43.4 | MIT | 2 weeks ago | |
| symfony/ai-cloudflare-store | 0.80 | Integrates Cloudflare Vectorize as a vector store for Symfony AI Store. Supports indexing and querying embeddings plus upserts and deletions via the Vectorize APIs, making it easy to connect Symfony AI apps to Cloudflare’s managed vector database. | 1 | 1 | 0 | 106 | 0 | 22.9 | 28.1 | MIT | 2 weeks ago | |
| symfony/ai-typesense-store | 0.80 | 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 | 97 | 0 | 22.5 | 32.2 | MIT | 2 weeks ago | |
| 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 | 77 | 0 | 21.6 | 29.4 | MIT | 2 weeks ago |
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