> ## Documentation Index
> Fetch the complete documentation index at: https://memwirelabs.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> Enterprise-grade, self-hosted AI memory infrastructure layer. Deploy persistent AI memory on-premise or in any cloud with your own LLM and database.

## MemWire Open Source Overview

MemWire is an **open source & enterprise-ready** AI memory infrastructure layer. MemWire follows **zero-external-dependency** design principle. MemWire gives your AI applications persistent, auditable memory with structured, updatable facts, **fastest semantic retrieval** across conversations and knowledge, integrated any document ingestion, and controlled LLM context assembly.

<Tip>**Truly open-source!** MemWire is a fully research and community-driven project.</Tip>

* **Fully customizable** — adapt schemas, memory categories, and features to your use case
* **Self-hosted** — run entirely on your local machine, on-premise or in your own cloud
* **Multi-tenant** — isolate applications, users, and workspaces securely
* **Your database** — Use your own database: PostgreSQL pgvector, Qdrant, Pinecone, ChromaDB, Weawiate or your preferred stack
* **Your LLM** — Use your own LLM: OpenAI, Anthropic, Gemini, Ollama, or any provider
* **Deploy anywhere** — edge, private cloud, public cloud (AWS, Microsoft Azure, Google Cloud), air-gapped environments
* **Knowledge ingestion** — ingest documents (PDF, Excel, CSV, etc.) alongside conversation memory, recalled together at query time
* **Auditable** — every memory is traceable, categorized (fact, preference, instruction, event, entity), and inspectable

## Why MemWire?

<Columns cols={2}>
  <Card title="Fully customizable" icon="sliders">
    Adapt schemas, memory types, and storage to your use case. Swap the embedding model, tune recall sensitivity, or add your own memory categories.
  </Card>

  <Card title="Self-hosted" icon="server">
    Run entirely on your local machine, on-premise or in your own cloud. Your data never leaves your infrastructure.
  </Card>

  <Card title="Multi-tenant" icon="users">
    Isolate applications, users, and workspaces securely out of the box.
  </Card>

  <Card title="Model-agnostic" icon="microchip">
    Bring your own LLM — OpenAI, Anthropic, Gemini, Ollama, or any provider.
  </Card>

  <Card title="Graph-powered recall" icon="share-nodes">
    Memory is stored as a displacement graph and retrieved very fast.
  </Card>

  <Card title="Zero-LLM classification" icon="bolt">
    Memories are categorized using anchor-based classification and no LLM call required. Instant, cost-free tagging with zero added latency.
  </Card>
</Columns>

## Get started

<Card title="Quickstart" icon="rocket" href="/quickstart" horizontal>
  Add persistent memory to your AI agent in minutes.
</Card>

<Card title="API reference" icon="terminal" href="/api-reference/introduction" horizontal>
  Explore the REST API endpoints for memory store, recall, and search.
</Card>