# memgram

> Memory for AI agents you can actually inspect. memgram gives AI teams observable, controllable memory infrastructure for production agents — see what was stored, retrieved, and why.

memgram is in public beta. It is a memory API for AI agents that exposes the full extraction pipeline. Every memory decision is traceable — what was extracted, what was dropped, what importance score was assigned, and why. No other memory system exposes this level of observability.

## Core concepts

- Every POST /memory/add produces a PipelineTrace — every candidate the LLM considered, its importance score (0–1), dedup decision, rejection reason, and full LLM reasoning text
- Hybrid graph + vector store — structured facts stored as typed graph edges, unstructured memories compared semantically
- Seven memory types: fact, preference, goal, skill, event, context, constraint
- Conflict detection is structural, not probabilistic — old values marked superseded with timestamp, never deleted
- Async pipeline — POST /memory/add returns in ~80ms, extraction runs in background (4–8s)
- Scoped per agent + user — dedup never crosses agent boundaries

## API endpoints

- POST /memory/add — add memories from conversation
- POST /memory/search — hybrid graph + vector search
- GET /trace/:id — full pipeline trace
- GET /trace/:id/status — poll pipeline status
- GET /memory/:id/audit — full audit trail
- GET /users/:id/profile — full user memory profile
- DELETE /memory/:id — soft delete

## Pages

- [Home](https://memgram.io): Product overview, features, pipeline demo, production failure narratives, pricing
- [App](https://app.memgram.io): Main application, signup, dashboard, playground
- [Docs](https://app.memgram.io/docs): Full API documentation
- [Blog](https://blog.memgram.io): Engineering blog — technical deep dives on AI memory architecture, observability, knowledge graphs, temporal memory, and extraction pipelines
- [Privacy Policy](https://memgram.io/privacy): Data handling and privacy
- [Terms of Service](https://memgram.io/terms): Terms of use

## Company

Stykite, Inc. Delaware. Contact: vk@memgram.io