feat: add local embeddings

[mhordynski]

No description provided.

[github-actions]

🧪 Test coverage: 94.08%

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/embeddings/__init__.py                                               0       0  100.00%
packages/ragbits-core/src/ragbits/core/embeddings/base.py                                                   4       0  100.00%
packages/ragbits-core/src/ragbits/core/llms/__init__.py                                                     4       0  100.00%
packages/ragbits-core/src/ragbits/core/llms/base.py                                                        33       4  87.88%   33, 52, 88, 97
packages/ragbits-core/src/ragbits/core/llms/litellm.py                                                     25       4  84.00%   8-9, 54, 85
packages/ragbits-core/src/ragbits/core/llms/local.py                                                       24      10  58.33%   8-9, 42-47, 57, 70-71
packages/ragbits-core/src/ragbits/core/llms/types.py                                                        8       2  75.00%   24, 28
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                                             50      10  80.00%   10-11, 70, 108, 122-127
packages/ragbits-core/src/ragbits/core/llms/clients/local.py                                               37      12  67.57%   11-12, 62-70, 92-103
packages/ragbits-core/src/ragbits/core/prompt/__init__.py                                                   2       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/base.py                                                      18       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/parsers.py                                                   34       0  100.00%
packages/ragbits-core/src/ragbits/core/prompt/prompt.py                                                    96       2  97.92%   103, 107
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                                                      63       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                                                    81       0  100.00%
packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py                                                    0       0  100.00%
packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py                                         0       0  100.00%
packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py                               2       0  100.00%
packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py                      38       1  97.37%   62
packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py                                  27       0  100.00%
packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py                                     25       0  100.00%
packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/__init__.py                    2       0  100.00%
packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/__init__.py            3       0  100.00%
packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py       14       0  100.00%
packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py       14       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                                      33       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                         35       2  94.29%   34, 90
packages/ragbits-document-search/src/ragbits/document_search/documents/element.py                          30       1  96.67%   34
packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py                          16       1  93.75%   47
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                9       1  88.89%   35
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               0       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/base.py                   5       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/noop.py                   5       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/__init__.py                0       0  100.00%
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                    7       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/vector_store/__init__.py                       0       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/vector_store/base.py                          12       0  100.00%
packages/ragbits-document-search/src/ragbits/document_search/vector_store/in_memory.py                     18       0  100.00%
packages/ragbits-document-search/tests/__init__.py                                                          0       0  100.00%
packages/ragbits-document-search/tests/unit/__init__.py                                                     0       0  100.00%
packages/ragbits-document-search/tests/unit/test_document_search.py                                        14       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_simple_vector_store.py                                    16       0  100.00%
TOTAL                                                                                                     946      56  94.08%

Diff against main

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

Results for commit: 3c8bb4e

Minimum allowed coverage is 60%

♻️ This comment has been updated with latest results

[github-actions]

Trivy scanning results.

.venv/lib/python3.10/site-packages/litellm/proxy/_types.py (secrets)

Total: 1 (MEDIUM: 1, HIGH: 0, CRITICAL: 0)

MEDIUM: Slack (slack-web-hook)
════════════════════════════════════════
Slack Webhook
────────────────────────────────────────
.venv/lib/python3.10/site-packages/litellm/proxy/_types.py:1278
────────────────────────────────────────
1276 alert_to_webhook_url: Optional[Dict] = Field(
1277 None,
1278 [ description="Mapping of alert type to webhook url. e.g. alert_to_webhook_url: {'budget_alerts': '*****************************************************************************'}",
1279 )
────────────────────────────────────────