llm-tools-rag
A tool plugin for LLM that allows you to search over your embedding collections.
Installation
Install this plugin in the same environment as LLM:
llm install llm-tools-rag
Usage
Use -T RAG to enable the RAG tools. You can specify a non-default database with -T RAG("other_db.db").
llm -m claude-4-sonnet -T RAGTools "what are the available plugin hooks in llm?"
Development
To set up this plugin locally, first checkout the code. Then create a new virtual environment:
cd llm-tools-rag
python -m venv venv
source venv/bin/activate
Install the dependencies and test dependencies:
pip install -e '.[test]'
To run the tests:
pytest
Dependencies
- llm: The LLM CLI tool this plugin extends
- sqlite-utils: For querying LLM's sqlite databases
1 maintainer
Metadata
1 maintainer
Release files for llm-tools-rag 0.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| llm_tools_rag-0.1.1.tar.gz | 3.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| llm_tools_rag-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.2 kB
Release files / llm_tools_rag-0.1.1.tar.gz
| Download URL | llm_tools_rag-0.1.1.tar.gz |
|---|---|
| Size | 3.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Yes |
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Transparency logRelease files / llm_tools_rag-0.1.1-py3-none-any.whl
| Download URL | llm_tools_rag-0.1.1-py3-none-any.whl |
|---|---|
| Size | 3.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
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