Skip to main contentü¶úÔ∏èüîó LangChainDocsUse casesIntegrationsAPICommunityChat our docsLangSmithJS/TS DocsSearchCTRLKProvidersAnthropicAWSGoogleMicrosoftOpenAIMoreComponentsLLMsChat modelsDocument loadersDocument transformersText embedding modelsVector storesActiveloop Deep LakeAlibaba Cloud OpenSearchAnalyticDBAnnoyAtlasAwaDBAzure Cosmos DBAzure Cognitive SearchBagelDBCassandraChromaClarifaiClickHouseDashVectorDingoDocArray HnswSearchDocArray InMemorySearchElasticsearchEpsillaFaissHologresLanceDBLLMRailsMarqoGoogle Vertex AI MatchingEngineMeilisearchMilvusMomento Vector Index (MVI)MongoDB AtlasMyScaleNeo4j Vector IndexNucliaDBOpenSearchPostgres EmbeddingPGVectorPineconeQdrantRedisRocksetScaNNSingleStoreDBscikit-learnsqlite-vssStarRocksSupabase (Postgres)TairTencent Cloud VectorDBTigrisTimescale Vector (Postgres)TypesenseUSearchValdvearchVectaravectorstoresVespaWeaviateXataZepZillizRetrieversToolsAgents and toolkitsMemoryCallbacksChat loadersComponentsVector storesZepOn this pageZepZep is an open-source long-term memory store for LLM applications. Zep makes it easy to add relevant documents,
chat history memory & rich user data to your LLM app's prompts.Note: The ZepVectorStore works with Documents and is intended to be used as a Retriever.
It offers separate functionality to Zep's ZepMemory class, which is designed for persisting, enriching
and searching your user's chat history.Why Zep's VectorStore? ü§ñüöÄ‚ÄãZep automatically embeds documents added to the Zep Vector Store using low-latency models local to the Zep server.
The Zep client also offers async interfaces for all document operations. These two together with Zep's chat memory
functionality make Zep ideal for building conversational LLM apps where latency and performance are important.Installation‚ÄãFollow the Zep Quickstart Guide to install and get started with Zep.Usage‚ÄãYou'll need your Zep API URL and optionally an API key to use the Zep VectorStore.
Zep is an open-source long-term memory store for LLM applications. Zep makes it easy to add relevant documents,
Zep is an open-source long-term memory store for LLM applications. Zep makes it easy to add relevant documents, ->: Skip to main contentü¶úÔ∏èüîó LangChainDocsUse casesIntegrationsAPICommunityChat our docsLangSmithJS/TS DocsSearchCTRLKProvidersAnthropicAWSGoogleMicrosoftOpenAIMoreComponentsLLMsChat modelsDocument loadersDocument transformersText embedding modelsVector storesActiveloop Deep LakeAlibaba Cloud OpenSearchAnalyticDBAnnoyAtlasAwaDBAzure Cosmos DBAzure Cognitive SearchBagelDBCassandraChromaClarifaiClickHouseDashVectorDingoDocArray HnswSearchDocArray InMemorySearchElasticsearchEpsillaFaissHologresLanceDBLLMRailsMarqoGoogle Vertex AI MatchingEngineMeilisearchMilvusMomento Vector Index (MVI)MongoDB AtlasMyScaleNeo4j Vector IndexNucliaDBOpenSearchPostgres EmbeddingPGVectorPineconeQdrantRedisRocksetScaNNSingleStoreDBscikit-learnsqlite-vssStarRocksSupabase (Postgres)TairTencent Cloud VectorDBTigrisTimescale Vector (Postgres)TypesenseUSearchValdvearchVectaravectorstoresVespaWeaviateXataZepZillizRetrieversToolsAgents and toolkitsMemoryCallbacksChat loadersComponentsVector storesZepOn this pageZepZep is an open-source long-term memory store for LLM applications. Zep makes it easy to add relevant documents,
chat history memory & rich user data to your LLM app's prompts.Note: The ZepVectorStore works with Documents and is intended to be used as a Retriever.
It offers separate functionality to Zep's ZepMemory class, which is designed for persisting, enriching
and searching your user's chat history.Why Zep's VectorStore? ü§ñüöÄ‚ÄãZep automatically embeds documents added to the Zep Vector Store using low-latency models local to the Zep server.
The Zep client also offers async interfaces for all document operations. These two together with Zep's chat memory
functionality make Zep ideal for building conversational LLM apps where latency and performance are important.Installation‚ÄãFollow the Zep Quickstart Guide to install and get started with Zep.Usage‚ÄãYou'll need your Zep API URL and optionally an API key to use the Zep VectorStore.