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MetaMemory API Reference

Bring your own embedding keys. Store memories. Search with semantic similarity. Full REST API for AI agent memory.

Getting Started

Quick Start

Sign up via magic link, add your embedding provider key, and create your first memory in under 5 minutes using the REST API.

Authentication

Magic link sign-in, API key management, rate limits by tier, and how the BYOK (Bring Your Own Key) system works.

Provider Keys

Supported embedding providers (OpenAI, Gemini, Cohere, Voyage, Mistral, Azure, Ollama, Qwen), key validation, and dimension locking.

API Reference

Memories

Create, read, update, delete, search, and batch-operate on memories. Full endpoint reference with curl examples.

Conversations

Create conversations, add messages, retrieve context, and manage conversation lifecycle.

Episodes

Track agent experiences as episodes with actions, emotional states, and breakthrough detection.

Account & Keys

Manage provider keys, set defaults, view usage stats, and reset embedding dimensions.

Guides

BYOK Providers

Deep dive into each supported provider: default models, dimension support, LLM capabilities, and configuration options.

Best Practices

Guidelines for structuring memories, choosing providers, managing dimensions, and architecting your agent memory layer.

Memory that gets smarter over time

Two lines of MCP config. Bring your own provider keys — validated, encrypted, under your control. Your AI remembers across sessions — and the system learns which retrieval works best for you.

Documentation