BUILT FOR YOUR NEXT SESSION
The Living Memory Engine for AI-First Engineers
Passively distil raw AI chat sessions into permanent architecture decisions and reusable, prompt-injectable context blocks.
01 / THE MEMORY PIPELINE
From conversation to compounding knowledge.
Keep the insight. Lose the noise. Give every new session a head start.
Ask your AI client to save the session. Capture the reasoning in the same place you do the work.
save_chat_as_doc({ transcript, project_id })02 / SIGNAL OVER NOISE
A long conversation.
A lasting memory.
Your next AI session doesn't need every debugging attempt. It needs what worked, why it worked, and the constraints worth remembering.
---
doc_type: MEMORY
project: Platform
tags: [postgres, pgvector, search]
---
# Search architecture
## Key facts
- PostgreSQL + pgvector with HNSW indexing.
- Semantic and full-text arms run independently.
- Reciprocal rank fusion combines ranked results.
- Every query is scoped to the authenticated user.ai_context_snippet
Use PostgreSQL + pgvector with HNSW indexing. Fuse semantic and full-text search with RRF. Keep results scoped to the authenticated user.
03 / ENGINEERED FOR CONTINUITY
A second brain for your engineering stack.
Passive Chat-to-Doc Distillation
Stay in Claude Code, ChatGPT, or Cursor. One capture turns your conversation into documentation that lasts.
Model Context Protocol (MCP) Native
Capture, search, and recall from your AI client. Your engineering knowledge becomes a tool your model can use.
Subtractive Noise Reduction (Zero-Fluff Code)
Keep the final implementation and the reasoning behind it. Leave the dead ends behind.
Hybrid Vector & Full-Text Search (RRF)
Semantic understanding meets exact identifiers. Reciprocal rank fusion brings the right context to the surface.
Local-First & Self-Hosted Privacy
Your infrastructure, your Postgres, your AI keys. Self-host with a local model to keep your knowledge on your machine.
Prompt Real-Estate Optimization
Compact context snippets give your next session the facts it needs without the transcript it doesn't.
PRICING
Try it first. Subscribe when you're ready.
15 free distillations. No credit card required.
Free trial
US $0
15 uses, once per account
Explore your workspace and connect your AI client. Distillation and Enhance with AI share the free allowance.
Try for freemonthly
US $12/month
US $12 billed monthly
Continue after your free uses with documents, AI integrations, and private uploads. Cancel renewal from Settings.
Signup nowannual
Save US $24/yearUS $10/month
US $120 billed annually
Continue after your free uses with documents, AI integrations, and private uploads. Cancel renewal from Settings.
Signup nowTeam
US $15/seat
per month, or US $150 per seat, billed annually · 2-seat minimum
One shared documentation repository for your team. Every member gets a seat; share projects with everyone or restrict them to specific people. No free trial: billing starts when you set up the organization.
Start a team04 / CONNECT YOUR CLIENT
One connection.
Every decision, remembered.
Create an access token in Settings, add your MCP connection, and ask your client to save a conversation.
{
"mcpServers": {
"documemory": {
"url": "https://documemory.dev/api/mcp",
"headers": {
"Authorization": "Bearer YOUR_ACCESS_TOKEN"
}
}
}
}