xmem

Developer Tools Unknown

xmem

API 4.3/5 WebAPI

What is xmem?

Hybrid memory for LLMs: long-term, session, and context management to make AI always relevant and accurate.

xMem is a hybrid memory orchestration platform for LLMs that combines long-term knowledge, session memory, and real-time context to make AI responses smarter and more relevant. It provides persistent memory for every user, ensuring that LLMs never lose context between sessions. Features include vector search for long-term memory, session tracking, RAG orchestration, and a knowledge graph for dynamic context linking. It integrates with open-source LLMs and vector databases, and offers an easy API and dashboard for monitoring.

Key Features

Long-term memory with vector search

Session memory tracking

RAG orchestration

Knowledge graph visualization

Real-time context assembly

Open-source LLM support

Vector DB integration (Qdrant, ChromaDB, Pinecone)

Easy API and dashboard

Persistent memory per user

Low latency retrieval

Use Cases

Customer support teams use xMem to retain user conversation history, so returning customers never have to repeat themselves and agents get full context instantly.

AI chatbot developers integrate xMem to provide persistent memory across sessions, enabling personalized responses that reference past interactions and stored knowledge.

Knowledge management professionals leverage xMem's vector search and knowledge graph to link documents and concepts, making internal knowledge bases more accessible and context-aware.

RAG pipeline engineers use xMem to automatically assemble the best context from long-term and session memory for each LLM call, improving answer accuracy without manual tuning.

AI copilot creators embed xMem to maintain project and team context across multiple conversations, ensuring the AI always knows the current state and history.

Open-source LLM users deploy xMem with Llama or Mistral to add memory capabilities, enabling their models to recall past discussions and user preferences for more coherent interactions.

LLMmemoryRAGvector databaseknowledge graphAIcontext managementopen-sourceorchestrationsession memory

Alternatives

MemGPT Mem0 LangChain Memory

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Frequently Asked Questions

What does xmem do?

Hybrid memory for LLMs: long-term, session, and context management to make AI always relevant and accurate.

xmem

What is xmem?

Key Features

Use Cases

Alternatives

Frequently Asked Questions

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