Metadata-Version: 2.4
Name: neurocore-skill-qdrant
Version: 0.1.0
Summary: Qdrant vector-search skill for NeuroCore
Author: NeuroCore Contributors
License-Expression: Apache-2.0
Keywords: ai,neurocore,qdrant,rag,skill,vector
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Typing :: Typed
Requires-Python: >=3.13
Requires-Dist: neurocore-ai>=0.2.0
Requires-Dist: qdrant-client>=1.10
Provides-Extra: dev
Requires-Dist: mypy>=1.8; extra == 'dev'
Requires-Dist: pytest-asyncio>=0.24; extra == 'dev'
Requires-Dist: pytest>=9.0.2; extra == 'dev'
Requires-Dist: ruff>=0.8; extra == 'dev'
Description-Content-Type: text/markdown

# neurocore-skill-qdrant

Vector similarity search for NeuroCore over [Qdrant](https://qdrant.tech).

```bash
pip install neurocore-skill-qdrant
docker run -p 6333:6333 qdrant/qdrant
```

```yaml
components:
  - name: retrieve
    type: qdrant
    config:
      collection: documents
      top_k: 5
flow:
  type: sequential
  steps:
    - component: retrieve
```

Reads `query_vector` (a list of floats from your embedder); writes
`qdrant_results` (a list of `{id, score, payload}`).
