drift — terminal-first, chat-based AutoML. Open source. No tokens. No auth.
npm install drift-mlTerminal-first, chat-based AutoML. Open source. No tokens. No auth. Works fully local.
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``bash`
pipx install drift-ml
Or with npm (also requires pipx for the CLI):
`bash`
pipx install drift-ml
npm install -g drift-ml
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`bash`
drift
That's it. On first run, drift downloads and starts the engine automatically. No backend setup. No config.
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- Local-first — Engine runs on your machine. Data never leaves.
- Chat-based — load data.csv, predict price, try something stronger
- Auto-start — Engine downloads and starts in the background. You never touch it.
- No tokens — No API keys for drift. (You need an LLM for training: Ollama, Gemini CLI, etc.)
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`text`
drift › load iris.csv
drift › predict variety
drift › try something stronger
drift › quit
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`bash`
pip install drift-ml
`python
from drift import Drift
d = Drift()
d.load("iris.csv")
d.chat("predict sepal length")
result = d.train()
print(result["metrics"])
`
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drift should feel like git, docker, brew` — a tool you trust immediately. Zero friction. Open source.
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MIT