WIP: feat(document-search): automatic configuration selection based on evaluation

[kdziedzic68]

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[github-actions]

Code Coverage Summary

Filename                                                                                                     Stmts    Miss  Cover    Missing
---------------------------------------------------------------------------------------------------------  -------  ------  -------  ------------------------------------------
packages/ragbits-core/src/ragbits/core/__init__.py                                                               0       0  100.00%
packages/ragbits-core/src/ragbits/core/config.py                                                                 7       0  100.00%
packages/ragbits-core/src/ragbits/core/embeddings/__init__.py                                                   11       0  100.00%
packages/ragbits-core/src/ragbits/core/embeddings/base.py                                                        4       0  100.00%
packages/ragbits-core/src/ragbits/core/embeddings/noop.py                                                        4       0  100.00%
packages/ragbits-core/src/ragbits/core/llms/__init__.py                                                         14       8  42.86%   27-39
packages/ragbits-core/src/ragbits/core/llms/base.py                                                             41       5  87.80%   45, 64, 134-136
packages/ragbits-core/src/ragbits/core/llms/factory.py                                                          23       4  82.61%   50, 53, 66, 77
packages/ragbits-core/src/ragbits/core/llms/litellm.py                                                          40      13  67.50%   9-10, 55, 86, 92-109
packages/ragbits-core/src/ragbits/core/llms/types.py                                                             9       2  77.78%   25, 29
packages/ragbits-core/src/ragbits/core/llms/clients/__init__.py                                                  4       0  100.00%
packages/ragbits-core/src/ragbits/core/llms/clients/base.py                                                     23       0  100.00%
packages/ragbits-core/src/ragbits/core/llms/clients/exceptions.py                                               14       6  57.14%   7-8, 17, 26-27, 36
packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py                                                  49      10  79.59%   9-10, 69, 107, 121-126
packages/ragbits-core/src/ragbits/core/llms/clients/local.py                                                    36      12  66.67%   10-11, 61-69, 90-101
packages/ragbits-core/src/ragbits/core/metadata_stores/__init__.py                                              12       3  75.00%   27-30
packages/ragbits-core/src/ragbits/core/metadata_stores/base.py                                                   6       0  100.00%
packages/ragbits-core/src/ragbits/core/metadata_stores/exceptions.py                                             4       0  100.00%
packages/ragbits-core/src/ragbits/core/metadata_stores/in_memory.py                                             13       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/__init__.py                                                        2       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/base.py                                                           20       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/parsers.py                                                        35       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/prompt.py                                                        124       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/discovery/__init__.py                                              2       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/discovery/prompt_discovery.py                                     33       2  93.94%   54-55
packages/ragbits-core/src/ragbits/core/utils/_pyproject.py                                                      37       0  100.00%
packages/ragbits-core/src/ragbits/core/utils/config_handling.py                                                 16       4  75.00%   32-33, 37-38
packages/ragbits-core/src/ragbits/core/utils/decorators.py                                                      29       0  100.00%
packages/ragbits-core/src/ragbits/core/vector_stores/__init__.py                                                14       1  92.86%   28
packages/ragbits-core/src/ragbits/core/vector_stores/base.py                                                    22       0  100.00%
packages/ragbits-core/src/ragbits/core/vector_stores/chroma.py                                                  50       2  96.00%   69-70
packages/ragbits-core/src/ragbits/core/vector_stores/in_memory.py                                               24       0  100.00%
packages/ragbits-core/tests/unit/__init__.py                                                                     0       0  100.00%
packages/ragbits-core/tests/unit/llms/__init__.py                                                                0       0  100.00%
packages/ragbits-core/tests/unit/llms/test_litellm.py                                                           64       0  100.00%
packages/ragbits-core/tests/unit/llms/factory/__init__.py                                                        3       0  100.00%
packages/ragbits-core/tests/unit/llms/factory/test_get_default_llm.py                                           10       0  100.00%
packages/ragbits-core/tests/unit/llms/factory/test_get_llm_from_factory.py                                       8       0  100.00%
packages/ragbits-core/tests/unit/llms/factory/test_has_default_llm.py                                           10       0  100.00%
packages/ragbits-core/tests/unit/metadata_stores/__init__.py                                                     0       0  100.00%
packages/ragbits-core/tests/unit/metadata_stores/test_in_memory.py                                              22       0  100.00%
packages/ragbits-core/tests/unit/prompts/__init__.py                                                             0       0  100.00%
packages/ragbits-core/tests/unit/prompts/test_parsers.py                                                        65       0  100.00%
packages/ragbits-core/tests/unit/prompts/test_prompt.py                                                        155       0  100.00%
packages/ragbits-core/tests/unit/prompts/discovery/__init__.py                                                   0       0  100.00%
packages/ragbits-core/tests/unit/prompts/discovery/prompt_classes_for_tests.py                                  30       0  100.00%
packages/ragbits-core/tests/unit/prompts/discovery/test_prompt_discovery.py                                     18       0  100.00%
packages/ragbits-core/tests/unit/prompts/discovery/ragbits_tests_pkg_with_prompts/__init__.py                    2       1  50.00%   3
packages/ragbits-core/tests/unit/prompts/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py            3       2  33.33%   2-4
packages/ragbits-core/tests/unit/prompts/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py       14       0  100.00%
packages/ragbits-core/tests/unit/prompts/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py       14       0  100.00%
packages/ragbits-core/tests/unit/utils/test_decorators.py                                                       26       2  92.31%   17, 39
packages/ragbits-core/tests/unit/utils/pyproject/test_find.py                                                   13       0  100.00%
packages/ragbits-core/tests/unit/utils/pyproject/test_get_config.py                                              9       0  100.00%
packages/ragbits-core/tests/unit/utils/pyproject/test_get_instace.py                                            37       0  100.00%
packages/ragbits-core/tests/unit/vector_stores/__init__.py                                                       0       0  100.00%
packages/ragbits-core/tests/unit/vector_stores/test_chroma.py                                                   37       0  100.00%
packages/ragbits-core/tests/unit/vector_stores/test_in_memory.py                                                74       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/__init__.py                                         2       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/_main.py                                           70       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/documents/__init__.py                               0       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/documents/document.py                              61       3  95.08%   56, 99, 146
packages/ragbits-document-search/src/ragbits/document_search/documents/element.py                               41       2  95.12%   44, 117
packages/ragbits-document-search/src/ragbits/document_search/documents/exceptions.py                            11       5  54.55%   7-8, 17, 26-27
packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py                              116      16  86.21%   15-16, 116, 129, 212-217, 254-257, 261-262
packages/ragbits-document-search/src/ragbits/document_search/ingestion/__init__.py                               0       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py                    28       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/__init__.py                    10       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/base.py                        14       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/dummy.py                       11       1  90.91%   33
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured/__init__.py        4       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured/default.py        44       4  90.91%   97, 102-103, 135
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured/images.py         59      24  59.32%   79-86, 93-113, 125, 138
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured/pdf.py            19       6  68.42%   23, 35-43
packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured/utils.py          38      11  71.05%   71, 82-83, 98-101, 110, 121-123
packages/ragbits-document-search/src/ragbits/document_search/retrieval/__init__.py                               0       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/__init__.py                   15       4  73.33%   39-44
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/base.py                        7       1  85.71%   32
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/llm.py                        20       9  55.00%   27-28, 45-48, 65-67
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/noop.py                        4       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/prompts.py                    16       4  75.00%   49-54
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/__init__.py                    12       1  91.67%   25
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/base.py                         6       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/noop.py                         6       0  100.00%
packages/ragbits-document-search/tests/__init__.py                                                               0       0  100.00%
packages/ragbits-document-search/tests/helpers.py                                                                3       0  100.00%
packages/ragbits-document-search/tests/integration/__init__.py                                                   0       0  100.00%
packages/ragbits-document-search/tests/integration/test_sources.py                                              23      10  56.52%   22-32, 40-45
packages/ragbits-document-search/tests/integration/test_unstructured.py                                         47      10  78.72%   46-52, 65-71
packages/ragbits-document-search/tests/unit/test_document_processor.py                                          17       0  100.00%
packages/ragbits-document-search/tests/unit/test_document_search.py                                             75       0  100.00%
packages/ragbits-document-search/tests/unit/test_documents.py                                                   13       0  100.00%
packages/ragbits-document-search/tests/unit/test_elements.py                                                    15       0  100.00%
packages/ragbits-document-search/tests/unit/test_local_file_source.py                                           13       0  100.00%
packages/ragbits-document-search/tests/unit/test_providers.py                                                   31       0  100.00%
packages/ragbits-document-search/tests/unit/test_source_discriminator.py                                        35       0  100.00%
packages/ragbits-document-search/tests/unit/test_sources.py                                                     25       0  100.00%
TOTAL                                                                                                         2247     188  91.63%

Diff against main

Filename      Stmts    Miss  Cover
----------  -------  ------  --------
TOTAL             0       0  +100.00%

Results for commit: 3adb61c

Minimum allowed coverage is 60%

♻️ This comment has been updated with latest results