kotaemon/knowledgehub/embeddings
Nguyen Trung Duc (john) d79b3744cb Simplify the BaseComponent inteface (#64)
This change remove `BaseComponent`'s:

- run_raw
- run_batch_raw
- run_document
- run_batch_document
- is_document
- is_batch

Each component is expected to support multiple types of inputs and a single type of output. Since we want the component to work out-of-the-box with both standardized and customized use cases, supporting multiple types of inputs are expected. At the same time, to reduce the complexity of understanding how to use a component, we restrict a component to only have a single output type.

To accommodate these changes, we also refactor some components to remove their run_raw, run_batch_raw... methods, and to decide the common output interface for those components.

Tests are updated accordingly.

Commit changes:

* Add kwargs to vector store's query
* Simplify the BaseComponent
* Update tests
* Remove support for Python 3.8 and 3.9
* Bump version 0.3.0
* Fix github PR caching still use old environment after bumping version

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Co-authored-by: ian <ian@cinnamon.is>
2023-11-13 15:10:18 +07:00
..
__init__.py [AUR-392, AUR-413, AUR-414] Define base vector store, and make use of ChromaVectorStore from llama_index. Indexing and retrieving vectors with vector store (#18) 2023-09-14 14:18:20 +07:00
base.py Simplify the BaseComponent inteface (#64) 2023-11-13 15:10:18 +07:00
cohere.py Add Huggingface embeddings and Cohere embeddings (#63) 2023-11-10 09:38:30 +07:00
huggingface.py Add Huggingface embeddings and Cohere embeddings (#63) 2023-11-10 09:38:30 +07:00
openai.py [AUR-429] Add MVP pipeline with Ingestion and QA stage (#39) 2023-10-05 12:31:33 +07:00