AI Ecosystem

Tablestore for Agent Memory

The Agent Memory SDK is a framework built on Tablestore that provides memory storage and retrieval for AI agents. It supports real-time memory storage and long-term semantic retrieval.

Tablestore MCP Server

General-purpose Tablestore MCP service implementations:

• Documentation: Tablestore MCP Server

• Function AI plugin for Function Compute: Tablestore MCP Server plugin

Tablestore OpenMemory MCP

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

• Documentation: Cross-Application AI Memory: Tablestore OpenMemory MCP

• Technical solution: Cross-Application and Platform: AI Memory Never Lost

• Function AI plugin for Function Compute: Tablestore OpenMemory MCP plugin

LlamaIndex

LlamaIndex is a framework for building LLM applications. Tablestore supports its core storage components:

• VectorStore: High-dimensional vector storage with similarity search.

• DocumentStore: Original document content storage.

• IndexStore: Index metadata management.

• ChatStore: Chat history storage and retrieval.

• KvStore: General-purpose key-value storage.

LangChain

LangChain is an AI application development framework. Tablestore supports:

• VectorStore: Vector embedding storage and retrieval.

LangChain4j

LangChain4j is the Java implementation of LangChain. Tablestore supports:

• EmbeddingStore: Text vectorization embedding management.

• MemStore: Chat history and context management.

LangEngine

LangEngine is an AI application development framework by Alibaba. Tablestore supports:

• VectorStore: Vector embedding storage and retrieval.

AgentScope Runtime

AgentScope is an open-source multi-agent platform from Alibaba. Tablestore provides:

• TablestoreRAGService: RAG service for document retrieval and knowledge base queries.

• TablestoreMemoryService: Long-term and short-term agent memory management.

Integrate Tablestore with AgentScope Runtime.

Dify

Dify is an open-source LLM application platform with Tablestore integration.

• VectorStore: Vector retrieval for RAG applications.

Related:

• Quickly Build RAG Applications Using Dify and Tablestore

• Deploy Dify Applications Integrated with Tablestore Using Computing Nest

PAI-RAG

PAI-RAG is a RAG framework from Alibaba Cloud Platform for AI (PAI). Tablestore supports:

• VectorStore: High-performance vector retrieval.

Related:

• Quickly Build RAG Applications Using PAI-EAS and Tablestore

Stable Diffusion

Stable Diffusion is an AI image generation model for text-to-image and image-to-image tasks. Tablestore supports:

• Image Management Extension: Manages and organizes generated image resources. Integrated with Alibaba Cloud Function Compute (FC).