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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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