Self-growing procedural knowledge layer for AI agents
Project description
innate-ai
Self-growing procedural knowledge layer for AI agents.
Install
pip install innate-ai
The platform binary is downloaded automatically during installation. On first use it will download if the wheel didn't include it.
Usage
innate install # configure agents (Claude Code, Codex, opencode)
innate recall "query" # search knowledge base
innate record <trace_id> # close a trace
innate add "content" --kind note # add a knowledge chunk
innate evolve # distill + curate
innate inspect # health check
innate mcp # start MCP server (stdio)
Or use as a Python module:
python -m innate_cli recall "query"
Python API
The package also exposes a subprocess wrapper for use from Python:
from innate_cli import find_binary
import subprocess
binary = find_binary()
result = subprocess.run([str(binary), "recall", "your query"], capture_output=True, text=True)
print(result.stdout)
Environment variables
| Variable | Description |
|---|---|
INNATE_DB |
Path to knowledge base (default: ~/.innate/personal.db) |
INNATE_SKIP_DOWNLOAD |
Skip binary download during pip install |
NO_COLOR |
Disable color output |
Platform support
| Platform | Architecture | Support |
|---|---|---|
| Linux | x86_64 | ✓ |
| Linux | aarch64 | ✓ |
| macOS | x86_64 | ✓ |
| macOS | arm64 (Apple Silicon) | ✓ |
| Windows | x86_64 | ✓ |
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