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Vector stores | 🦜️🔗 LangChain
Activeloop Deep Lake Activeloop Deep Lake as a Multi-Modal Vector Store that stores embedd... Aerospike Aerospike Vector Search (AVS) is an Alibaba Cloud OpenSearch Alibaba Cloud Opensearch is a one-stop platform to develop intelligen... AnalyticDB AnalyticDB for PostgreSQL is a massively parallel processing (MPP) da... Annoy Annoy (Approximate Nearest Neighbors Oh Yeah) is a C++ library with P... Apache Doris Apache Doris is a modern data warehouse for real-time analytics. ApertureDB ApertureDB is a database that stores, indexes, and manages multi-moda... Astra DB Vector Store This page provides a quickstart for using Astra DB as a Vector Store. Atlas Atlas is a platform by Nomic made for interacting with both small and... AwaDB AwaDB is an AI Native database for the search and storage of embeddin... Azure Cosmos DB Mongo vCore This notebook shows you how to leverage this integrated vector databa... Azure Cosmos DB No SQL This notebook shows you how to leverage this integrated vector databa... Azure AI Search Azure AI Search (formerly known as Azure Search and Azure Cognitive S... Bagel Bagel (Open Inference platform for AI), is like GitHub for AI data. BagelDB BagelDB (Open Vector Database for AI), is like GitHub for AI data. Baidu Cloud ElasticSearch VectorSearch Baidu Cloud VectorSearch is a fully managed, enterprise-level distrib... Baidu VectorDB Baidu VectorDB is a robust, enterprise-level distributed database ser... Apache Cassandra This page provides a quickstart for using Apache Cassandra® as a Vect... Chroma This notebook covers how to get started with the Chroma vector store. Clarifai Clarifai is an AI Platform that provides the full AI lifecycle rangin... ClickHouse ClickHouse is the fastest and most resource efficient open-source dat... CloudflareVectorize This notebook covers how to get started with the CloudflareVectorize ... Couchbase Couchbase is an award-winning distributed NoSQL cloud database that d... DashVector DashVector is a fully-managed vectorDB service that supports high-dim... Databricks Databricks Vector Search is a serverless similarity search engine tha... IBM Db2 Vector Store and Vector Search LangChain's Db2 integration (langchain-db2) provides vector store and... DingoDB DingoDB is a distributed multi-mode vector database, which combines t... DocArray HnswSearch DocArrayHnswSearch is a lightweight Document Index implementation pro... DocArray InMemorySearch DocArrayInMemorySearch is a document index provided by Docarray that ... Amazon Document DB Amazon DocumentDB (with MongoDB Compatibility) makes it easy to set u... DuckDB This notebook shows how to use DuckDB as a vector store. China Mobile ECloud ElasticSearch VectorSearch China Mobile ECloud VectorSearch is a fully managed, enterprise-level... Elasticsearch Elasticsearch is a distributed, RESTful search and analytics engine, ... Epsilla Epsilla is an open-source vector database that leverages the advanced... Faiss Facebook AI Similarity Search (FAISS) is a library for efficient simi... Faiss (Async) Facebook AI Similarity Search (Faiss) is a library for efficient simi... FalkorDBVectorStore FalkorDB is an open-source graph database with integrated support for... Gel An implementation of LangChain vectorstore abstraction using gel as t... Google AlloyDB for PostgreSQL AlloyDB is a fully managed relational database service that offers hi... Google BigQuery Vector Search Google Cloud BigQuery Vector Search lets you use GoogleSQL to do sema... Google Cloud SQL for MySQL Cloud SQL is a fully managed relational database service that offers ... Google Cloud SQL for PostgreSQL Cloud SQL is a fully managed relational database service that offers ... Firestore Firestore is a serverless document-oriented database that scales to m... Google Memorystore for Redis Google Memorystore for Redis is a fully-managed service that is power... Google Spanner Spanner is a highly scalable database that combines unlimited scalabi... Google Vertex AI Feature Store Google Cloud Vertex Feature Store streamlines your ML feature managem... Google Vertex AI Vector Search This notebook shows how to use functionality related to the Google Cl... Hippo Transwarp Hippo is an enterprise-level cloud-native distributed vecto... Hologres Hologres is a unified real-time data warehousing service developed by... Infinispan Infinispan is an open-source key-value data grid, it can work as sing... Jaguar Vector Database 1. It is a distributed vector database KDB.AI KDB.AI is a powerful knowledge-based vector database and search engin... Kinetica Kinetica is a database with integrated support for vector similarity ... LanceDB LanceDB is an open-source database for vector-search built with persi... Lantern Lantern is an open-source vector similarity search for Postgres Lindorm This notebook covers how to get started with the Lindorm vector store. LLMRails LLMRails is a API platform for building GenAI applications. It provid... ManticoreSearch VectorStore ManticoreSearch is an open-source search engine that offers fast, sca... MariaDB LangChain's MariaDB integration (langchain-mariadb) provides vector c... Marqo This notebook shows how to use functionality related to the Marqo vec... Meilisearch Meilisearch is an open-source, lightning-fast, and hyper relevant sea... Amazon MemoryDB Vector Search introduction and langchain integration guide. Milvus Milvus is a database that stores, indexes, and manages massive embedd... Momento Vector Index (MVI) MVI: the most productive, easiest to use, serverless vector index for... MongoDB Atlas This notebook covers how to MongoDB Atlas vector search in LangChain,... MyScale MyScale is a cloud-based database optimized for AI applications and s... Neo4j Vector Index Neo4j is an open-source graph database with integrated support for ve... NucliaDB You can use a local NucliaDB instance or use Nuclia Cloud. Oceanbase This notebook covers how to get started with the Oceanbase vector sto... openGauss This notebook covers how to get started with the openGauss VectorStor... OpenSearch OpenSearch is a scalable, flexible, and extensible open-source softwa... Oracle AI Vector Search: Vector Store Oracle AI Vector Search is designed for Artificial Intelligence (AI) ... Pathway Pathway is an open data processing framework. It allows you to easily... Postgres Embedding Postgres Embedding is an open-source vector similarity search for Pos... PGVecto.rs This notebook shows how to use functionality related to the Postgres ... PGVector An implementation of LangChain vectorstore abstraction using postgres... PGVectorStore PGVectorStore is an implementation of a LangChain vectorstore using p... Pinecone Pinecone is a vector database with broad functionality. Pinecone (sparse) Pinecone is a vector database with broad functionality. Qdrant Qdrant (read: quadrant) is a vector similarity search engine. It prov... Redis This notebook covers how to get started with the Redis vector store. Relyt Relyt is a cloud native data warehousing service that is designed to ... Rockset Rockset is a real-time search and analytics database built for the cl... SAP HANA Cloud Vector Engine SAP HANA Cloud Vector Engine is a vector store fully integrated into ... ScaNN ScaNN (Scalable Nearest Neighbors) is a method for efficient vector s... SemaDB SemaDB from SemaFind is a no fuss vector similarity database for buil... SingleStore SingleStore is a robust, high-performance distributed SQL database so... scikit-learn scikit-learn is an open-source collection of machine learning algorit... SQLiteVec This notebook covers how to get started with the SQLiteVec vector sto... SQLite-VSS SQLite-VSS is an SQLite extension designed for vector search, emphasi... SQLServer Azure SQL provides a dedicated Vector data type that simplifies the c... StarRocks StarRocks is a High-Performance Analytical Database. Supabase (Postgres) Supabase is an open-source Firebase alternative. Supabase is built on... SurrealDBVectorStore SurrealDB is a unified, multi-model database purpose-built for AI sys... Tablestore Tablestore is a fully managed NoSQL cloud database service. Tair Tair is a cloud native in-memory database service developed by Alibab... Tencent Cloud VectorDB Tencent Cloud VectorDB is a fully managed, self-developed, enterprise... ThirdAI NeuralDB NeuralDB is a CPU-friendly and fine-tunable vector store developed by... TiDB Vector TiDB Cloud, is a comprehensive Database-as-a-Service (DBaaS) solution... Tigris Tigris is an open-source Serverless NoSQL Database and Search Platfor... TileDB TileDB is a powerful engine for indexing and querying dense and spars... Timescale Vector (Postgres) Timescale Vector is PostgreSQL++ vector database for AI applications. Typesense Typesense is an open-source, in-memory search engine, that you can ei... Upstash Vector Upstash Vector is a serverless vector database designed for working w... USearch USearch is a Smaller & Faster Single-File Vector Search Engine Vald Vald is a highly scalable distributed fast approximate nearest neighb... VDMS This notebook covers how to get started with VDMS as a vector store. Vearch Vearch is the vector search infrastructure for deeping learning and A... Vectara Vectara is the trusted AI Assistant and Agent platform which focuses ... Vespa Vespa is a fully featured search engine and vector database. It suppo... viking DB viking DB is a database that stores, indexes, and manages massive emb... vlite VLite is a simple and blazing fast vector database that allows you to... Weaviate This notebook covers how to get started with the Weaviate vector stor... Xata Xata is a serverless data platform, based on PostgreSQL. It provides ... YDB YDB is a versatile open source Distributed SQL Database that combines... Yellowbrick Yellowbrick is an elastic, massively parallel processing (MPP) SQL da... Zep Recall, understand, and extract data from chat histories. Power perso... Zep Cloud Recall, understand, and extract data from chat histories. Power perso... Zilliz Zilliz Cloud is a fully managed service on cloud for LF AI Milvus®,
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