Metadata-Version: 2.1
Name: chatnoir-api
Version: 3.0.0
Summary: Simple, type-safe access to the ChatNoir search API.
Author-email: Jan Heinrich Merker <heinrich.merker@uni-jena.de>, Maik Fröbe <maik.froebe@uni-jena.de>
Project-URL: Homepage, https://github.com/chatnoir-eu/chatnoir-api
Project-URL: Bug Tracker, https://github.com/chatnoir-eu/chatnoir-api/issues
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: requests~=2.32
Requires-Dist: dataclasses-json~=0.6.7
Requires-Dist: typing-extensions~=4.12
Requires-Dist: importlib-metadata~=8.5
Requires-Dist: websocket-client~=1.8
Provides-Extra: tests
Requires-Dist: bandit[toml]~=1.7; extra == "tests"
Requires-Dist: mypy~=1.13; extra == "tests"
Requires-Dist: pytest~=8.3; extra == "tests"
Requires-Dist: pytest-cov~=5.0; extra == "tests"
Requires-Dist: ruff~=0.7.1; extra == "tests"
Requires-Dist: types-requests~=2.32; extra == "tests"

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# 🔍 chatnoir-api

Simple, type-safe access to the [ChatNoir](https://chatnoir.web.webis.de/) [search API](https://chatnoir.web.webis.de/api/).

Working with PyTerrier? Check out the [`chatnoir-pyterrier`](https://pypi.org/project/chatnoir-pyterrier/) package.

## Installation

Install the package from PyPI:

```shell
pip install chatnoir-api
```

## Usage

The ChatNoir API offers two main features: [search](#search) with BM25F and [retrieving document contents](#retrieve-document-contents).

### Search

To search with the ChatNoir API you need to request an [API key](https://chatnoir.web.webis.de/apikey/).
Then you can use our Python client to search for documents.
The `results` object is an iterable wrapper of the search results which handles pagination for you.
List-style indexing is supported to access individual results or sub-lists of results:

```python
from chatnoir_api.v1 import search

api_key: str = "<API_KEY>"
results = search(api_key, "python library")

top10_results = results[:10]
print(top10_results)

result_1234 = results[1234]
print(result_1234)
```

#### Search a specific index

To limit your search requests to a single index (e.g., ClueWeb22), set the `index` parameter like this:

```python
from chatnoir_api import Index
from chatnoir_api.v1 import search

api_key: str = "<API_KEY>"
results = search(api_key, "python library", index=Index.ClueWeb22)
```

#### Phrase search

To search for phrases, use the `search_phrases` method in the same way as normal `search`:

```python
from chatnoir_api.v1 import search_phrases

api_key: str = "<API_KEY>"
results = search_phrases(api_key, "python library")
```

### Chat

To generate text with the ChatNoir Chat API you need to request an API key from the [admins](mailto:maik.froebe@uni-jena.de).
With your API key, you can chat with the cat, like this:

```python
from chatnoir_api.chat import ChatNoirChatClient

chat_client = ChatNoirChatClient(api_key="<API_KEY>")
response = chat_client.chat("how are you?")
```

### Retrieve document contents

Often the title and ID of a document is not enough to effectively re-rank a list of search results.
To retrieve the full content or plain text for a given document you can use the `html_contents` helper function.
The `html_contents` function expects a ChatNoir-internal UUID, shorthand UUID, or a TREC ID and the index from which to retrieve the document.

#### Retrieve by TREC ID

You can retrieve a document by its TREC ID like this:

```python
from chatnoir_api import cache_contents, Index

contents = cache_contents(
    "clueweb09-en0051-90-00849",
    Index.ClueWeb09,
)
print(contents)

plain_contents = cache_contents(
    "clueweb09-en0051-90-00849",
    Index.ClueWeb09,
    plain=True,
)
print(plain_contents)
```

#### Retrieve by ChatNoir-internal UUID

You can also retrieve a document by its ChatNoir-internal UUID like this:

```python
from uuid import UUID

from chatnoir_api import cache_contents, Index

contents = cache_contents(
    UUID("e635baa8-7341-596a-b3cf-b33c05954361"),
    Index.CommonCrawl1511,
)
print(contents)

plain_contents = cache_contents(
    UUID("e635baa8-7341-596a-b3cf-b33c05954361"),
    Index.CommonCrawl1511,
    plain=True,
)
print(plain_contents)
```

#### Retrieve by ChatNoir-internal short UUID

For newer ChatNoir versions, you can also retrieve a document by its ChatNoir-internal _short_ UUID like this:

```python
from chatnoir_api import cache_contents, Index, ShortUUID

contents = cache_contents(
    ShortUUID("6svePe3PXteDeGPk1XqTLA"),
    Index.ClueWeb22,
)
print(contents)

plain_contents = cache_contents(
    ShortUUID("6svePe3PXteDeGPk1XqTLA"),
    Index.ClueWeb22,
    plain=True,
)
print(plain_contents)
```

<!-- ## Citation

If you use this package, please cite the [paper](https://webis.de/publications.html#bevendorff_2018)
from the [ChatNoir](https://github.com/chatnoir-eu) authors. 
You can use the following BibTeX information for citation:

```bibtex
@InProceedings{bevendorff:2018,
  address =               {Berlin Heidelberg New York},
  author =                {Janek Bevendorff and Benno Stein and Matthias Hagen and Martin Potthast},
  booktitle =             {Advances in Information Retrieval. 40th European Conference on IR Research (ECIR 2018)},
  editor =                {Leif Azzopardi and Allan Hanbury and Gabriella Pasi and Benjamin Piwowarski},
  month =                 mar,
  publisher =             {Springer},
  series =                {Lecture Notes in Computer Science},
  site =                  {Grenoble, France},
  title =                 {{Elastic ChatNoir: Search Engine for the ClueWeb and the Common Crawl}},
  year =                  2018
}
``` -->

## Development

To build this package and contribute to its development you need to install the `build`, and `setuptools` and `wheel` packages:

```shell
pip install build setuptools wheel
```

(On most systems, these packages are already pre-installed.)

### Developer installation

Install package and test dependencies:

```shell
pip install -e .[tests]
```

### Testing

Configure the API keys for testing:

```shell
export CHATNOIR_API_KEY="<API_KEY>"
export CHATNOIR_API_KEY_LEGACY="<API_KEY>"
export CHATNOIR_API_KEY_CHAT="<API_KEY>"
```

Verify your changes against the test suite to verify.

```shell
ruff check .                   # Code format and LINT
mypy .                         # Static typing
bandit -c pyproject.toml -r .  # Security
pytest .                       # Unit tests
```

Please also add tests for your newly developed code.

### Build wheels

Wheels for this package can be built with:

```shell
python -m build
```

## Support

If you hit any problems using this package, please file an [issue](https://github.com/chatnoir-eu/chatnoir-api/issues/new).
We're happy to help!

## License

This repository is released under the [MIT license](LICENSE).
