* refactor: use weaviate client to build BM25 query
* refactor: remove manual BM25 query building
* refactor: apply BM25 to the content_field only
* test: update weaviate BM25 retrieval test case
update to account for lack of stemming
---------
Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
* first attempt to add frontmatter of markdown to the metadata
* remove bug fix
* running black and pre-commit
* moving the import line
* adding a test
* adding pydoc
* fix to removing code blocks in markdown converter
* adding a test
* fixing a test
* improving tests
* adding language to code block
* first attempt to add frontmatter of markdown to the metadata
* remove bug fix
* running black and pre-commit
* moving the import line
* adding a test
* adding pydoc
* bug(OpenSearchDocumentStore): fix authenticate with aws4auth if set.
Rearrange check to authenticate with aws4auth before username
and password, as the username is set to "admin" by default.
* Make username check less restrictive
* Fix test, do not used mocked _init_client function
* Add warning for aws4auth and username to ElasticSearchDocumentStore
Co-authored-by: Julian Risch <julian.risch@deepset.ai>
* Adding the ability to call the Ray pipeline from concurrent apps with async
This is to fix#2968
* Fixes: mype + pylint (`invalid-overridden-method`)
* Simplifying - no real need for an `AsyncRayPipeline` anymore
* Moving the new `run_async` method to the `RayPipeline`
* Cleanup
* [EMPTY] Re-trigger CI
* Adding condition to `pinecone` object.
While you can assign any values to `PineconeDocumentStore`'s parameter `pinecone_index`, it must have another condition to prevent that from happening.
* Added test, and changed the code to make sure the pinecone idx variable has correct instance
* fixed black error
Co-authored-by: Mayank Jobanputra <mayankjobanputra@gmail.com>
* fix crawler and try to run CI
* more compact expression
* try to fix
* improve naming regex
* revert regex
* make test_url compatible wirh Windows
* better conditional expression
* Adding model.eval() calls to prediction functions in table reader
* Add unit test to check if model is set in train mode that inference time prediction still works.
* Add table = table.astype(str) to make sure cells are converted into to strings to be compatible witht the TableReader
* Turn more strings into ints
* Make sure answer text is always a string.
* Started making changes to use native Pytorch AMP
* Updated compute_loss functions to use torch.cuda.amp.autocast
* Updating docstrings
* Add use_amp to trainer_checkpoint
* Removed mentions of apex and started to add the necessary warnings
* Removing unused instances of use_amp variable
* Added fast training test for FARMReader. Needed to add max_query_length as a parameter in FARMReader.__init__ and FARMReader.train
* Make max_query_length optional in FARMReader.train
* Update lg
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
Co-authored-by: agnieszka-m <amarzec13@gmail.com>
* Refactor table reader to use util functions to reduce code duplication.
* Expanding the tests for the table reader
* Adding types
* Updating tests to work for RCIReader
* Fix bug in RCIReader. Saving the wrong queries list.
* Update _flatten_inputs to not change input variable
* Remove duplicate code
* Fixing broken BM25 support with Weaviate - fixes#3720
Unfortunately the BM25 support with Weaviate got broken with Haystack v1.11.0+, which is getting fixed with this commit.
Please see more under issue #3720.
* Fixing mypy issue - method signature wasn't matching the base class
* Mypy related test fix
Mypy forced me to set the signature of the `query` method of the Weaviate document store to the same as its parent, the `KeywordDocumentStore`, where the `query` parame is `Optional`, but has NO default value, so it must be provided (as None) at runtime.
I am not quite sure why the abstract method's `query` param was set without a default value while its type is `Optional`, but I didn't want to change that, so instead I have changed the Weaviate tests.
* Adding a note regarding an upcomming fix in Weaviate v1.17.0
* Apply suggestions from code review
* revert
* [EMPTY] Re-trigger CI
* first draft to add index param to tfidf
* better mypy handling
* Revert "better mypy handling"
This reverts commit 91a22516320f9dcbeae53827ec69f9dc51e1785c.
* new check in auto_fit
* new check also in retrieve
* better dict typings
* new test and improvements to other test
* remove unnecessary lambda
* improve test
* remove newline from openapi json
* fix test
* language fix
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* language fix 2
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* language fix 3
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* language fix 4
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* language fix 5
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* language fix 6
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* explicit index value handling
* fix test
* better error messages
Co-authored-by: Agnieszka Marzec <97166305+agnieszka-m@users.noreply.github.com>
* first try and new test
* fix test
* fix unused import
* remove comments
* no more dataclass
* add __eq__ and extend test
* better design from review
* Update schema.py
* fix black
* fix openapi
* fix openapi 2
* new try to fix openapi
* remove newline from openapi json
* fix for multilevel metadata dictionaries
* add metadata dict formating to update function
* typing
* added check for labels meta
* added more info to input parameters
* added test for multilayer metadata
* removed todo
