* rename model parameter and internam model attribute in ExtractiveReader
* fix tests for ExtractiveReader
* fix e2e
* reno
* another fix
* review feedback
* Update releasenotes/notes/rename-model-param-reader-b8cbb0d638e3b8c2.yaml
* fix!: `InMemoryBM25Retriever` no longer returns documents that have a score of 0.0
Also update tests to accommodate the new behavior.
* Remove superfluous code
* rename model parameter in the openai doc embedder
* fix tests for openai doc embedder
* rename model parameter in the openai text embedder
* fix tests for openai text embedder
* rename model parameter in the st doc embedder
* fix tests for st doc embedder
* rename model parameter in the st backend
* fix tests for st backend
* rename model parameter in the st text embedder
* fix tests for st text embedder
* fix docstring
* fix pipeline utils
* fix e2e
* reno
* fix the indexing pipeline _create_embedder function
* fix e2e eval rag pipeline
* pytest
* rename model parameter in local transcriber
* fix tests for local transcriber
* rename model parameter in remote transcriber
* fix tests for remote transcriber
* reno
---------
Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>
* first draft for ranker
* same for the reader
* consider also bnb_4bit_compute_dtype
* dtype serialization in hugging_face_local_generator
* add release note
* address dtype defined in huggingface_pipeline_kwargs
* test quantization options in reader
* fix
* serialize quantization_config
* test quantization_config serialization
* address feedback
* fix typo
* feat: Add `NamedEntityExtractor`component
This component accepts a list of `Document`s which it annotates with named entities. The annotations are stored in the `meta` dictionary of each `Document` under a specific key.
The component currently support two backends for the annotation models: Hugging Face `transformers` and spaCy.
* Address comments
* Expand release note
* Add the `[torch]` extra package specifier to the lazy import
* Remove dead code
---------
Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
* support single metadata dict in markdown2document
* reno
* unwrap list
* direct key access
* typing
* add example of indexing pipeline using Multiplexer
* reno
* track default value in sockets
* remove dead code
* include default value in socket description
* add unit test
* add relnote
* unused import
* clarify
* Add scale_score functionality to the TransformersSimilarityRanker
* Updated test to check scores
* Use pytest approx when comparing floats
* Updated how scale score works and added calibration factor. Started to add score threshold.
* Add support for score_threshold
* Add some parameters to the run method
* Add release notes
* Fix mypy
* Be more tolerant on the score values
* Adding unit test for scale_score=False
* Add unit test for score threshold
* Update tests
* Rename test
* Fix typo
* PR comments
* Handle tools parameter in OpenAIChatGenerator
* Handle tools/functions parameter in OpenAIChatGenerator streaming mode
* Adjust OpenAPIServiceConnector to handle tools parameter
* We never deal with functions/tools in non-chat generator
* Add release note
* Add answer deduplication
* Fix test
* Handle None case
* Release notes
* Handle cases where documents or answer spans could be None
* Adding checks for Nones and satisfying mypy
* Add option to turn off deduplication
* Adding unit tests
* Refactored tests to use fixtures
* Added overlap_threshold to run
* Update test
* Fixes related to the merge
* Remove casting, use direct variable names
* Move out if statement and add new test for it
* Update if statement to match comment
* Update how if statements work
* Add device checking and model_kwargs like we do in ExtractiveReader
* Add release notes
* Make a utility function for the device checking
* Better warning message and updated ExtractiveReader to use the util function
* Add unit tests for get_device
* Fix pylint
* Add initial implementation following SentenceTransformersDocumentEmbedder
* Add test for embedding metadata
* Add release notes
* Update name
* Fix tests and to dict
* Fix release notes
