RAG-based knowledge assistant for CKAN - intelligent semantic search using natural language queries
Project description
ckanext-knowledge-assistant
An AI-powered knowledge assistant for CKAN that helps you work with dataset and resource data, featuring semantic search capabilities and natural language interactions.
See the documentation for more information.
Requirements
- CKAN >= 2.10
- Python >= 3.10
- PostgreSQL with pgvector extension
- Ollama (for local models) OR OpenAI API key
Compatibility with core CKAN versions:
| CKAN version | Compatible? |
|---|---|
| 2.9 and earlier | no. |
| 2.10 | not tested |
| 2.11 | yes |
Tests
To run the tests, do:
pytest --ckan-ini=test.ini
License
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