Long-term memory
for AI agents.

Store facts, decisions, patterns, and lessons. Retrieve by project, tags, and semantic search. Self-evolving retrieval that gets better over time.

Org + Personal

Shared team memory in org scope. Private notes in personal scope.

Hybrid Search

Full-text + vector search fused with reciprocal rank fusion.

Self-Evolving

Arena optimization, consolidation, and knowledge graphs — all automatic.

Get started in 3 steps

1. INSTALL

Install the CLI globally via npm.

npm i -g @pajamadot/pajama

2. LOGIN

Authenticate with your browser.

pajama login

3. USE

List projects, create memories.

pajama projects list

CREATE A MEMORY

pajama memories create --project-id <id> \
  --category fact --title "Auth fix" \
  --content "Switched to Clerk JWT for session management"

SEARCH MEMORIES

pajama memories search-index --query "auth bug" --memory-mode balanced

Or connect via REST API, MCP, or the web console. Full CLI docs.

Long-term memoryfor AI agents.