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Quick Actions

One-click operations for common memory tasks

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Store Memory
Record observations, actions, or sensor data with semantic indexing
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Semantic Search
Find relevant memories using natural language queries
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Start Mission
Begin tracking a new mission with waypoints and decisions
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Record Anomaly
Log unexpected events with severity and sensor data
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View Graph
Explore entity relationships and knowledge connections
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Get Stats
View memory statistics, tier counts, and system health
POST /api/record
Store a new memory with automatic embedding generation
curl -X POST http://localhost:3030/api/record \
  -H "Content-Type: application/json" \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -d '{
    "user_id": "robot_01",
    "experience": {
      "content": "Detected obstacle at X=5.2",
      "experience_type": "observation"
    }
  }'
POST /api/retrieve
Semantic search across memories using natural language
curl -X POST http://localhost:3030/api/retrieve \
  -H "Content-Type: application/json" \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -d '{
    "user_id": "robot_01",
    "query": "obstacles near position 5",
    "limit": 10
  }'
POST /api/memories
List all memories for a user with pagination
curl -X POST http://localhost:3030/api/memories \
  -H "Content-Type: application/json" \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -d '{"user_id": "robot_01"}'
POST /api/mission/start
Start tracking a new mission with metadata
curl -X POST http://localhost:3030/api/mission/start \
  -H "Content-Type: application/json" \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -d '{
    "user_id": "robot_01",
    "mission_name": "patrol_sector_7",
    "mission_type": "patrol"
  }'
POST /api/anomaly
Record an anomaly with severity and sensor data
curl -X POST http://localhost:3030/api/anomaly \
  -H "Content-Type: application/json" \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -d '{
    "user_id": "robot_01",
    "description": "Unexpected heat signature",
    "severity": "high",
    "sensor_data": {"temp": 85.2}
  }'
DELETE /api/memory/{id}
Delete a specific memory by ID
curl -X DELETE http://localhost:3030/api/memory/{memory_id} \
  -H "X-API-Key: shodh-dev-key-change-in-production" \
  -H "X-User-Id: robot_01"
GET /api/stats/{user_id}
Get memory statistics for a user
curl http://localhost:3030/api/stats/robot_01 \
  -H "X-API-Key: shodh-dev-key-change-in-production"
GET /health
Health check endpoint (no auth required)
curl http://localhost:3030/health