CogmemAi Python SDK

The smart memory layer for everything Ai. Persistent, encrypted recall for any Ai system: agents, assistants, robots, and the tools you already use. 95.10% on LongMemEval, the highest published score.

Install

pip install cogmemai

Quick Start

from cogmemai import CogmemAi

client = CogmemAi("cm_your_api_key_here")

# Save a memory
client.save_memory(
    content="This project uses React with TypeScript",
    memory_type="architecture",
    category="frontend",
    importance=8,
)

# Search memories
results = client.recall_memories("what framework does this project use?")
for memory in results["memories"]:
    print(f"[{memory['importance']}] {memory['content']}")

# Load project context
context = client.get_project_context(project_id="my-project")

# Extract memories from conversation
client.extract_memories(
    user_message="Let's use PostgreSQL for the database",
    assistant_response="Good choice. I'll set up the schema with...",
)

All Methods

Core Memory

• save_memory(content, memory_type, category, subject, importance, scope, project_id), Save a memory
• recall_memories(query, limit, memory_type, scope), Semantic search
• extract_memories(user_message, assistant_response, previous_context), Ai extracts facts from conversation
• get_project_context(project_id, include_global, context), Load top memories with smart ranking
• list_memories(memory_type, category, scope, limit, offset), Browse with filters
• update_memory(memory_id, content, importance, scope), Edit a memory
• delete_memory(memory_id), Delete permanently
• get_usage(), Check usage stats and tier

Documents & Sessions

• ingest_document(text, document_type, project_id), Extract memories from docs
• save_session_summary(summary, project_id), Capture session accomplishments

Import / Export

• export_memories(), Back up memories as JSON
• import_memories(memories), Bulk import from JSON
• get_memory_versions(memory_id), Version history

Team & Collaboration

• get_team_members(project_id), List team members
• invite_team_member(email, project_id, role), Invite a member
• remove_team_member(member_id), Remove a member

Memory Relationships & Promotion

• link_memories(memory_id, related_memory_id, relationship_type), Link related memories
• get_memory_links(memory_id), Get linked memories
• get_promotion_candidates(), Find cross-project patterns
• promote_to_global(memory_id), Promote to global scope

Error Handling

from cogmemai.client import CogmemAiError

try:
    client.save_memory(content="test")
except CogmemAiError as e:
    print(f"Error {e.status_code}: {e}")

Get an API Key

1. Sign up at hifriendbot.com/developer/
2. Generate an API key
3. Start saving memories

Links

• Developer Dashboard
• JavaScript SDK (npm)
• MCP Server (npm)
• GitHub