* Remove stray requirements.txt files and update README.md
* Remove requirement files
* Add details about pip bug and link to setup.cfg
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* Fist attempt at using setup.cfg for dependency management
* Trying the new package on the CI and in Docker too
* Add composite extras_require
* Add the safe_import function for document store imports and add some try-catch statements on rest_api and ui imports
* Fix bug on class import and rephrase error message
* Introduce typing for optional modules and add type: ignore in sparse.py
* Include importlib_metadata backport for py3.7
* Add colab group to extra_requires
* Fix pillow version
* Fix grpcio
* Separate out the crawler as another extra
* Make paths relative in rest_api and ui
* Update the test matrix in the CI
* Add try catch statements around the optional imports too to account for direct imports
* Never mix direct deps with self-references and add ES deps to the base install
* Refactor several paths in tests to make them insensitive to the execution path
* Include tstadel review and re-introduce Milvus1 in the tests suite, to fix
* Wrap pdf conversion utils into safe_import
* Update some tutorials and rever Milvus1 as default for now, see #2067
* Fix mypy config
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* fix data augmentation path in finetuning notebook
* Add latest docstring and tutorial changes
* make distillation possible with other models than BERT
* use smaller dataset for distillation in finetuning tutorial
* Add latest docstring and tutorial changes
* make data augmentation in finetuning faster
* update language models forward doc strings
* fix return type of language models
* remove debug output
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* doc store should return all documents matching ids passed to get_documents_by_id
* test for get_document_by_id should be named correctly
* add test for get_documents_by_id
* Add latest docstring and tutorial changes
* document es query limit
* Add latest docstring and tutorial changes
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* minimal DCDocumentStore
* support filters
* implement get_documents_by_id
* handle not existing documents
* add docstrings
* auth added
* add tests
* generate docs
* Add latest docstring and tutorial changes
* add responses to dev dependencies
* fix tests
* support query() and quey_by_embedding()
* Add latest docstring and tutorial changes
* query tests added
* read api_key and api_endpoint from env
* Add latest docstring and tutorial changes
* support query() and quey_by_embedding()
* query tests added
* Add latest docstring and tutorial changes
* Add latest docstring and tutorial changes
* support dynamic similarity and return_embedding values
* Add latest docstring and tutorial changes
* adjust KeywordDocumentStore description
* refactoring
* Add latest docstring and tutorial changes
* implement get_document_count and raise on all not implemented methods
* Add latest docstring and tutorial changes
* don't use abbreviation DC in comments and errors
* Add latest docstring and tutorial changes
* docstring added to KeywordDocumentStore
* Add latest docstring and tutorial changes
* enhanced api key set
* split tests into two parts
* change setup.py in order to work around build cache
* added link
* Add latest docstring and tutorial changes
* rename DCDocumentStore to DeepsetCloudDocumentStore
* Add latest docstring and tutorial changes
* remove dc.py
* reinsert link to docs
* fix imports
* Add latest docstring and tutorial changes
* better test structure
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Co-authored-by: ArzelaAscoIi <kristof.herrmann@rwth-aachen.de>
* add ndcg and eval_mode to docstrings and reorder dataframe columns in docs
* Add latest docstring and tutorial changes
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* add parameters to allow for different hyperparameters in stage 1 and 2 of tinybert distillation
* Add latest docstring and tutorial changes
* improve default parameters
* Add latest docstring and tutorial changes
* split up distillation method
* Add latest docstring and tutorial changes
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* run predictions on ground-truth docs in reader
* build dataframe for closed/open domain eval
* fix looping through multilabel
* fix looping through multilabel's list of labels
* simplify collecting relevant docs
* switch closed-domain eval off by default
* Add latest docstring and tutorial changes
* handle edge case params not given
* renaming & generate pipeline eval report
* add test case for closed-domain eval metrics
* Add latest docstring and tutorial changes
* test report of closed-domain eval
* report closed-domain metrics only for answer metrics not doc metrics
* refactoring
* fix mypy & remove comment
* add second for-loop & use answer as method input
* renaming & add separate loop building docs eval df
* Add latest docstring and tutorial changes
* source /home/tstad/miniconda3/bin/activatechange column order for evaluatation dataframe (#1957)
conda activate haystack-dev2
* change column order for evaluatation dataframe
* added missing eval column node_input
* generic order for both document and answer returning nodes; ensure no columns get lost
Co-authored-by: tstadel <60758086+tstadel@users.noreply.github.com>
* fix column reordering after renaming of node_input
* simplify tests & add docu
* Add latest docstring and tutorial changes
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Co-authored-by: ju-gu <87523290+ju-gu@users.noreply.github.com>
Co-authored-by: tstadel <60758086+tstadel@users.noreply.github.com>
Co-authored-by: Thomas Stadelmann <thomas.stadelmann@deepset.ai>
* Properly fix MetaDocumentORM and MetaLabelORM with composite foreign key constraints
* update_document_meta() was not using index properly
* Exclude ES and Memory from the cosine_sanity_check test
* move ensure_ids_are_correct_uuids in conftest and move one test back to faiss & milvus suite
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* align document store similarity functions
* remove unnecessary imports
* undone accidental change
* stopped weaviate from pretending to support dot product similarity
* stopped weaviate from pretending to support dot product similarity
* Add latest docstring and tutorial changes
* fix fixture params for document stores
* use cosine similarity for most tests
* fix cosine similarity test
* fix faiss test
* fix weaviate test
* fix accidental deletion
* fix document_store fixture
* test fix; shouldn't be merged
* fix test_normalize_embeddings_diff_shapes
* probably a better fix
* fix for parameter combinations
* revert new pytest_generate_tests functionality
* simplify pytest_generate_tests
* normalize embeddings for test_dpr_embedding
* add to faiss doc that embeddings are normalized
* Add latest docstring and tutorial changes
* remove unnecessary parameters and add comments
* simplify two lines of memory.py into one
* test similarity scores with smaller language model
* fix test_similarity_score
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* Refactored code to unify vector_dim and embedding_dim parameter in DocumentStores
* Unit test cases updated to use `embedding_dim` instead of `vector_dim`
* Unit test case update to use embedding_dim instead of vector_dim
* Add latest docstring and tutorial changes
* Put usage of `vector_dim` param in same if-block as corresponding warning
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Co-authored-by: bogdankostic <bogdankostic@web.de>
* change column order for evaluatation dataframe
* added missing eval column node_input
* generic order for both document and answer returning nodes; ensure no columns get lost
Co-authored-by: tstadel <60758086+tstadel@users.noreply.github.com>
* check multiprocessing sharing strategy is available
* Change default of multiprocessing strategy to None
* Change default sharing strategy to None in retriever
* Add latest docstring and tutorial changes
* Make logging message easier to understand
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* add tinybert data augmentation
* don't reload glove in tinybert data augmentation
* fix unnecessary load_glove call
* fix type hints
* add comments and type hints
* add batch_size argument
* don't predict subwords as alternative for words
* fix subword predictions
* limit sequence length
* actually limit sequence length
* improve performance by calculating nearest glove vector on gpu
* add model and tokenizer parameter
* fix type hints
* improve data augmentation performance
* explained limits of script
* corrected comment
* added data augmentation test
* don't label every question in augmented dataset as impossible
* add sample glove
* better handling of downloading of glove
* fix typo of last commit
* Add duplicate_documents to base class initialization
* Remove redundant assignment in subclasses
Co-authored-by: Yorick van Zweeden <git@yorickvanzweeden.nl>
* fix#1687
* fix RuntimeError: received 0 items of ancdata
* Add an arg multiprocessing_strategy to DataSilo and DPR.train()
* Add latest docstring and tutorial changes
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