Metadata-Version: 2.4
Name: llm-deep-research
Version: 0.0.3
Summary: LLM plugin of various deep research implementations
Author-email: nikkie <takuyafjp+develop@gmail.com>
License-Expression: Apache-2.0
Project-URL: Homepage, https://github.com/ftnext/llm-deep-research
Project-URL: Changelog, https://github.com/ftnext/llm-deep-research/releases
Project-URL: Issues, https://github.com/ftnext/llm-deep-research/issues
Project-URL: CI, https://github.com/ftnext/llm-deep-research/actions
Keywords: llm,deep research
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: End Users/Desktop
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Text Processing :: Linguistic
Classifier: Topic :: Utilities
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: genai-processors>=1.0.5
Requires-Dist: llm
Requires-Dist: opentelemetry-instrumentation-google-genai>=0.3b0
Requires-Dist: opentelemetry-sdk>=1.35.0
Provides-Extra: test
Requires-Dist: pytest; extra == "test"
Requires-Dist: pytest-asyncio[test]>=1.1.0; extra == "test"
Dynamic: license-file

# llm-deep-research

[![PyPI](https://img.shields.io/pypi/v/llm-deep-research.svg)](https://pypi.org/project/llm-deep-research/)
[![Changelog](https://img.shields.io/github/v/release/ftnext/llm-deep-research?include_prereleases&label=changelog)](https://github.com/ftnext/llm-deep-research/releases)
[![Tests](https://github.com/ftnext/llm-deep-research/actions/workflows/test.yml/badge.svg)](https://github.com/ftnext/llm-deep-research/actions/workflows/test.yml)
[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/ftnext/llm-deep-research/blob/main/LICENSE)



## Installation

Install this plugin in the same environment as [LLM](https://llm.datasette.io/).
```bash
llm install llm-deep-research
```
## Usage

### GenAI Processors' research

https://github.com/google-gemini/genai-processors/tree/main/examples/research

```
export LLM_GEMINI_KEY=your_api_key_here

llm -m genai-processors-research 'Research the best things about owning dalmatians!'
```

Also supports `--async`.

## Development

To set up this plugin locally, first checkout the code. Then create a new virtual environment:
```bash
cd llm-deep-research
```
Now create a new virtual environment and install the dependencies and test dependencies:
```bash
uv sync --extra test
```
To run the tests:
```bash
uv run pytest
```
