Tablestore:AI ecosystem

Tablestore for Agent Memory

The Agent Memory SDK is a framework built on Tablestore. It provides general-purpose memory storage and query capabilities for AI agent scenarios. It supports two primary scenarios: real-time memory storage and long-term semantic knowledge retrieval.

Tablestore MCP Server

A general-purpose Tablestore MCP service implementation:

• Document: Quick Start for Tablestore MCP Service

• Function Compute Function AI plugin: Tablestore MCP Server plugin

Tablestore OpenMemory MCP

A cross-platform AI memory service based on Mem0. It enables intelligent memory sharing and reuse across multiple applications through unified memory storage:

• Function Compute Function AI plugin: Tablestore OpenMemory MCP plugin

LlamaIndex

LlamaIndex is a widely used framework for developing large language model (LLM) applications. Tablestore fully supports its core storage components:

• VectorStore: Stores high-dimensional vectors and supports similarity searches.

• DocumentStore: Stores and manages original document content.

• IndexStore: Manages and maintains various types of index metadata.

• ChatStore: Saves and retrieves chat history.

• KvStore: Provides general-purpose key-value storage.

LangChain

LangChain is a widely used framework for developing AI applications. Tablestore supports the following component:

• VectorStore: Stores and retrieves vector embeddings.

LangChain4j

LangChain4j is the Java implementation of LangChain. Tablestore supports the following components:

• EmbeddingStore: Manages embedding data from text vectorization.

• MemStore: Manages conversation history and context.

LangEngine

LangEngine is an AI application development framework developed by Alibaba. Tablestore supports the following component:

• VectorStore: Stores and retrieves vector embeddings.

AgentScope Runtime

AgentScope is an open-source, multi-agent platform from Alibaba. Tablestore supports the following components:

• TablestoreRAGService: A retrieval-augmented generation (RAG) service that provides document retrieval and knowledge base query capabilities.

• TablestoreMemoryService: An agent memory service that manages the long-term and short-term memory of agents.

Dify

Dify is an open-source LLM application development platform. Tablestore is integrated with the following component:

• VectorStore: Provides vector retrieval capabilities for RAG applications.

Related documents:

• Quickly build a RAG application using Dify and Tablestore

PAI-RAG

PAI-RAG is a RAG application framework provided by Alibaba Cloud's Platform for AI (PAI). Tablestore is integrated with the following component:

• VectorStore: Provides a high-performance vector retrieval service.

Related document:

• Quickly build a RAG application using PAI-EAS and Tablestore

Stable Diffusion

Stable Diffusion is a popular AI image generation model that supports scenarios such as text-to-image and image-to-image generation. Tablestore provides integration support for the following component:

• Image management extension: Manages and organizes generated image resources. This extension is built into Alibaba Cloud Function Compute (FC) applications.