dakera-cli

Command-line interface for Dakera -- manage your AI agent memory from the terminal.

Installation

cargo install dakera-cli

Pre-built binaries for Linux, macOS (Intel and Apple Silicon), and Windows are available on the Releases page.

Usage

The CLI binary is called dk.

Health Check

# Check server health
dk health

# Detailed health with diagnostics
dk health -d

Namespaces

# List all namespaces
dk namespace list

# Get namespace details
dk namespace get my-namespace

# Create a namespace
dk namespace create my-namespace --dimension 384

Vector Operations

# Query for similar vectors
dk vector query -n my-namespace -V 0.1,0.2,0.3 -k 5

# Upsert a single vector
dk vector upsert-one -n my-namespace -i vec1 -V 0.1,0.2,0.3

# Bulk upsert from JSON file
dk vector upsert -n my-namespace -f vectors.json

# Delete vectors by ID
dk vector delete -n my-namespace -i id1,id2,id3

# Export vectors
dk vector export -n my-namespace --include-vectors

Agent Management

# List all agents
dk agent list

# View agent statistics
dk agent stats my-agent

# View agent memories
dk agent memories my-agent --type semantic

# View agent sessions
dk agent sessions my-agent --active-only

Memory Operations

# Store a memory
dk memory store my-agent "The user prefers dark mode" -t semantic -i 0.8

# Recall memories by semantic search
dk memory recall my-agent "user preferences" -k 5

# Get a specific memory
dk memory get my-agent memory-id-123

# Consolidate similar memories
dk memory consolidate my-agent --threshold 0.8 --dry-run

# Submit feedback on a memory
dk memory feedback my-agent memory-id-123 "highly relevant" -s 0.9

Session Management

# Start a new session
dk session start my-agent

# End a session
dk session end session-id-123 -s "Completed onboarding flow"

# List sessions
dk session list -a my-agent --active-only

# View session memories
dk session memories session-id-123

Knowledge Graph

# Build knowledge graph from a seed memory
dk knowledge graph my-agent -m memory-id -d 3

# Full knowledge graph for an agent
dk knowledge full-graph my-agent --max-nodes 100

# Deduplicate memories
dk knowledge deduplicate my-agent --threshold 0.9 --dry-run

Analytics

# Platform overview
dk analytics overview -p 24h

# Latency statistics
dk analytics latency -p 1h

# Storage breakdown
dk analytics storage

Administration

# Server diagnostics
dk ops diagnostics

# Background jobs
dk ops jobs

# Trigger compaction
dk ops compact -n my-namespace

# API key management
dk keys create my-key -p admin -e 90
dk keys list
dk keys rotate key-id-123

# Cluster status
dk admin cluster-status

# Backup management
dk admin backup-create
dk admin backup-list

Configuration

# Connect to a remote server
export DAKERA_URL=https://my-dakera-server.example.com

# Or pass the URL directly
dk -u https://my-dakera-server.example.com health

Output Formats

# Table format (default)
dk namespace list

# JSON output
dk namespace list -f json

# Compact JSON (single line)
dk namespace list -f compact

Related Repositories

License

This project is licensed under the MIT License - see the LICENSE file for details.