Metadata-Version: 2.3
Name: darca-embeddings
Version: 0.1.1
Summary: Abstraction layer for embeddings.
License: LICENSE
Author: Roel Kist
Author-email: roel.kist@gmail.com
Requires-Python: >=3.12,<4.0
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Dist: darca-exception (>=0.1.0,<0.2.0)
Requires-Dist: darca-log-facility (>=0.1.0,<0.2.0)
Requires-Dist: openai (>=1.69.0,<2.0.0)
Description-Content-Type: text/x-rst

darca-embeddings
================

Modular, backend-agnostic interface for generating text embeddings. 
Provides a consistent Pythonic API for embedding text using various underlying providers.

|Build Status| |Deploy Status| |CodeCov| |Formatting| |License| |PyPi Version| |Docs|

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   :target: https://github.com/roelkist/darca-embeddings/actions
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   :target: https://codecov.io/gh/roelkist/darca-embeddings
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   :alt: Black code style
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   :alt: PyPi
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   :target: https://roelkist.github.io/darca-embeddings/
   :alt: GitHub Pages

Key Features
------------
- **Unified Embedding Interface**: Use one client class for multiple backends.
- **Default OpenAI Support**: Integrates seamlessly with OpenAI's Embedding API.
- **Extensible Design**: Easy to add new backends (e.g., Hugging Face).

Quick Start
-----------
1. **Install** (using Make + Poetry):

   .. code-block:: console

      make install

2. **Set** your environment variables (for example, ``OPENAI_API_KEY`` for OpenAI).
3. **Use** the embedding client:

   .. code-block:: python

      from darca_embeddings import EmbeddingClient

      client = EmbeddingClient()
      embedding = client.get_embedding("Hello World!")
      print(embedding)

Documentation
-------------
We use **Sphinx** for building documentation. See `docs/source/` for the reST files. 
You can build the docs locally by:

.. code-block:: console

   make docs

Contributing
------------
Contributions are welcome! See the `CONTRIBUTING.rst`_ for more details.

License
-------
This project is licensed under the MIT License. See the `LICENSE` file for more details.

Author
------
**Roel Kist**

.. _CONTRIBUTING.rst: ./CONTRIBUTING.rst

