llm-clip

LLM plugin for embedding images and text using CLIP

Installation

Install this plugin in the same environment as LLM.

llm install llm-clip

Usage

Once you have installed an embedding model you can use it to embed text like this:

llm embed -m clip -c 'Hello world'

Or an image like this:

llm embed -m clip --binary -i IMG_4801.jpeg

Embeddings are more useful if you store them in a database - see the LLM documentation for details.

To embed every photograph in a folder and save them in a collection called "photos":

llm embed-multi photos -m clip --binary --files photos/ '*.jpg'

You can then search for photos of specific things like this:

llm similar photos -c 'bunny'

Development

To set up this plugin locally, first checkout the code. Then create a new virtual environment:

cd llm-clip
python3 -m venv venv
source venv/bin/activate

Now install the dependencies and test dependencies:

pip install -e '.[test]'

To run the tests:

pytest

Metadata

Release files for llm-clip 0.1

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Source distribution for llm-clip 0.1
File	Size	Uploaded	Provenance	Actions
llm-clip-0.1.tar.gz	6.6 kB	Sep 12, 2023	Without provenance	Details for llm-clip-0.1.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for llm-clip 0.1
File	Interpreter	ABI	Platform	Actions Reset
llm_clip-0.1-py3-none-any.whl 6.9 kB Sep 12, 2023 Without provenance	Python 3	none	any	Details for llm_clip-0.1-py3-none-any.whl

Total release size: 13.5 kB

Release files / llm-clip-0.1.tar.gz

Download URL	llm-clip-0.1.tar.gz
Size	6.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`fcd7efe71a55170b530c30dbf4088d8af80c72562dc85dbd6ec48324525dbb7e`
BLAKE2b-256 checksum How to use checksums	`7beff16404d79cff379f3098ce95cbe205929a01dfa6b5946331fdfe7b0e4f53`
Upload date	Sep 12, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

Release files / llm_clip-0.1-py3-none-any.whl

Download URL	llm_clip-0.1-py3-none-any.whl
Size	6.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`31bca3c6dd3e4df192a805ff7d44eb788ccf6d4f1cb8b078f28adc8a2d547e1d`
BLAKE2b-256 checksum How to use checksums	`05512a9b1b753c8f127275ccbbc8ae3cc3bfd6af9882566542273583ad885369`
Upload date	Sep 12, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.5`

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0.1 This release

Sep 12, 2023 2 release files No provenance

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0.1a0