llm-fragments-pypi
Load PyPI package metadata as LLM fragments.
Installation
Install this plugin in the same environment as LLM.
llm install llm-fragments-pypi
Usage
Use -f pypi:package_name to include the package's README and metadata as fragments.
# Retrieve a package's latest version
llm -f pypi:polars "How does the performance of polars compare to pandas?"
You can optionally specify a version with the @version suffix:
# Retrieve a specific version
llm -f pypi:pydantic@1.6 "What are the Python versions supported by pydantic?"
You can combine multiple fragments:
llm -f pypi:litestar -f pypi:fastapi \
"What are some similarities and differences between litestar and fastapi?"
And combine with other llm features:
$ llm --schema-multi "package,version" \
-f pypi:polars \
-f pypi:pandas \
"What's the latest version of each package?" \
| jq .items
[
{
"package": "polars",
"version": "1.27.1"
},
{
"package": "pandas",
"version": "2.2.3"
}
]
Development
Local Setup
To set up this plugin locally, use uv:
uv run llm install -e .
It'll take care of creating a virtual environment, installing the dependencies,
and you can run a uv run llm instance that will use the local version of the plugin.
Dev dependencies
Install the dev dependencies in your local environment:
uv sync --group dev
Linting & formatting
You can format and lint the code with ruff:
uv run ruff format .
uv run ruff check .
And run the pre-commit hooks:
uv run prek install
Tests
Run tests:
uv run pytest
1 maintainer
Metadata
1 maintainer
Release files for llm-fragments-pypi 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| llm_fragments_pypi-0.1.2.tar.gz | 51.7 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| llm_fragments_pypi-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 63.0 kB
Release files / llm_fragments_pypi-0.1.2.tar.gz
| Download URL | llm_fragments_pypi-0.1.2.tar.gz |
|---|---|
| Size | 51.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e83b29794b7fd2c42daf73d5b0d5ac44c143a6f2e566a6e9a97cea14d5cd1952
|
|
BLAKE2b-256 checksum How to use checksums |
55bc47f568e51794acf8c84ea1d17ca0513f56e1ba364c13eb53dd2f9345fd99
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.9.7
|
Release files / llm_fragments_pypi-0.1.2-py3-none-any.whl
| Download URL | llm_fragments_pypi-0.1.2-py3-none-any.whl |
|---|---|
| Size | 11.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
f1ede4c503f0fb34c4c659b267a56d4592eb8f9bf0f6fd4a82f5645a9ebb404e
|
|
BLAKE2b-256 checksum How to use checksums |
0f783c6deb38528608ec8408ba895694c672057bd3d2cd31bebac432b6fde2fc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.9.7
|
Security for llm-fragments-pypi 0.1.2
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
