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RAG & search

cactus-compute/needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

Apache-2.0Python
Stars
14k
Forks
980
Open issues
3
Last push
3d ago

About needle

needle is a free, open-source RAG and AI search tool by cactus-compute, written mainly in Python. Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers. It has 14k GitHub stars and 980 forks, and was last updated 3d ago. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
14,194
Last update
3d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Yes

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needle FAQ

Is needle free?

Yes. needle is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does needle run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does needle need a GPU?

Its README doesn't state hardware needs. AI models generally run much faster with a GPU.

Is needle still maintained?

Yes. It was last updated 3d ago and has 3 open issues on GitHub.

What are alternatives to needle?

Similar free, open-source tools include onyx, private-gpt, Vane, yu-ai-agent.

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