Memora CLI

Modern command-line interface for the Memora Temporal Semantic Memory System.

Installation

pip install memora-cli

Configuration

Set the API endpoint URL (defaults to http://localhost:8080):

export MEMORA_API_URL="http://localhost:8080"

Commands

Search Memories

memora search alice "What did she say about AI?"
memora search alice "hiking activities" --type world --max-tokens 8000
memora search alice "recent events" --budget 150 --trace

Think (Generate Answers)

memora think alice "What do you think about machine learning?"

Store Memories

Store a single memory:

memora put alice "Alice loves machine learning and AI"
memora put alice "Today we discussed neural networks" --context "team meeting"

# Async mode - returns immediately, processes in background
memora put alice "Important note" --async

Import Files

Import memories from local files (.txt and .md):

# Import a single file
memora put-files alice meeting-notes.txt

# Import all files from a directory
memora put-files alice ./documents/

# Async mode - queue files for background processing
memora put-files alice ./documents/ --async

List Agents

memora agents

Features

Beautiful TUI with Rich formatting (panels, tables, syntax highlighting)
Color-coded fact types (cyan=world, magenta=agent, yellow=opinion)
Progress bars and spinners for async operations
Tree views for file hierarchies
HTTP client (no direct database access needed)

Requirements

Python >= 3.11
Memora API server running

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