Ashwin Mathur
393a7993c3
feat: Add Semantic Answer Similarity metric ( #6877 )
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* Add SAS metric
* Add release notes
* Round similarity scores for precision consistency
* Add tolerance to tests
* Update haystack/evaluation/eval.py
Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
* Add types for preprocess_text; Add additional types for f1 and em methods
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Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
2024-02-02 17:07:52 +01:00
Ashwin Mathur
7217f9d9f0
feat: Add F1 metric ( #6822 )
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* Add F1 metric
* Add release notes
2024-01-26 11:04:43 +01:00
Ashwin Mathur
a238c6dd51
feat: Add Exact Match metric ( #6696 )
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* Add exact match metric
* Add release notes
* Cleanup comments in test_eval_exact_match.py
* Create separate preprocessing function; Add output_key parameter
* Update release note
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Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
Co-authored-by: Julian Risch <julian.risch@deepset.ai>
2024-01-22 09:57:04 +01:00
ZanSara
288ed150c9
feat!: Rename model_name or model_name_or_path to model in all Embedder classes ( #6733 )
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* 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
2024-01-12 15:30:17 +01:00
ZanSara
3156343dce
fix leftover model_name_or_path param ( #6737 )
2024-01-12 15:03:06 +01:00
Massimiliano Pippi
e1ec4e5e4d
refact!: Remove symbols under the haystack.document_stores namespace ( #6714 )
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* remove symbols under the haystack.document_stores namespace
* Update haystack/document_stores/types/protocol.py
Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
* fix
* same for retrievers
* leftovers
* more leftovers
* add relnote
* leftovers
* one more
* fix examples
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Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
2024-01-10 21:20:42 +01:00
Ashwin Mathur
374a937663
feat: Add calculate_metrics and MetricsResult ( #6680 )
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* Add calculate_metrics, MetricsResult, Exact Match
* Add additional tests for metric calculation
* Add release notes
* Add docstring for Exact Match metric
* Remove Exact Match Implementation
* Update release notes
* Remove unnecessary metrics implementation
* Simplify logic to run supported metrics
* Add some evaluation tests
* Fix linting
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Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
Co-authored-by: Silvano Cerza <silvanocerza@gmail.com>
2024-01-10 10:26:44 +01:00
Ashwin Mathur
46b395eec3
feat: Add Eval and EvaluationResult ( #6505 )
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* Add initial implementation for Eval and EvaluationResult
* Add release notes
* Update files with suggestions from review
* Remove serialization
* Add eval e2e tests
* Update eval e2e tests
2023-12-18 11:29:09 +01:00
