deepset-ai/haystack-core-integrations

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126 of your 215 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 7.34s · analysis 17.45s · 17.9 MB · GitHub API rate-limit (preflight)

https://github.com/deepset-ai/haystack-core-integrations · scanned 2026-06-05 13:26 UTC (5 days, 7 hours ago) · 10 languages

642 raw signals (198 security + 444 graph) 17th percentile · Python · large (100-500K LoC) System graph score 79 (lower by 16)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 7 hours ago · v2 · 206 actionable findings from 2 signal sources. 210 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 131 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	37.0	0.25	9.25
`testing_score`	100.0	0.20	20.00
`documentation_score`	90.0	0.15	13.50
`practices_score`	74.0	0.15	11.10
`code_quality`	31.5	0.10	3.15
Overall		1.00	63.0

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 8 High 13 Medium 12 Low 103 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 75 System graph 131 Crowd 0 Layer: Cicd 15 Quality 112 Software 66 Security 10 Api 1 Hardware 1 Frontend 1

Exclude dismissed / FP Exclude test files

All 11302 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`test_ensure_initialized_async_requires_host_and_port`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:33`
`test_ensure_initialized_async_invalid_client_settings_raises`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:38`
`document_store`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:69`
`assert_documents_are_equal`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:81`
`test_count_not_empty_async`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:97`
`test_write_documents_async`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:107`
`test_client_settings_applied_async`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:115`
`test_search_async`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:125`
`test_delete_all_documents_index_recreation`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:149`
`test_search_embeddings_async`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:168`
`test_get_metadata_field_min_max_async_string`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:189`
`test_get_metadata_field_min_max_async_missing_field`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:201`
`test_get_metadata_field_unique_values_async_missing_field`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:209`
`__call__`	software	healthy	`integrations/chroma/tests/conftest.py:23`
`embedding_function`	software	healthy	`integrations/chroma/tests/conftest.py:29`
`filterable_docs`	software	healthy	`integrations/chroma/tests/conftest.py:34`
`clear_chroma_system_cache`	software	healthy	`integrations/chroma/tests/test_document_store.py:35`
`test_get_embedding_function_invalid_name_raises`	software	healthy	`integrations/chroma/tests/test_document_store.py:47`
`test_init_in_memory`	software	healthy	`integrations/chroma/tests/test_document_store.py:53`
`test_init_persistent_storage`	software	healthy	`integrations/chroma/tests/test_document_store.py:60`
`test_init_http_connection`	software	healthy	`integrations/chroma/tests/test_document_store.py:67`
`test_init_with_client_settings`	software	healthy	`integrations/chroma/tests/test_document_store.py:74`
`test_invalid_initialization_both_host_and_persist_path`	software	healthy	`integrations/chroma/tests/test_document_store.py:78`
`test_to_dict`	software	healthy	`integrations/chroma/tests/test_document_store.py:86`
`test_from_dict`	software	healthy	`integrations/chroma/tests/test_document_store.py:108`
`test_same_collection_name_reinitialization`	software	healthy	`integrations/chroma/tests/test_document_store.py:131`
`test_ensure_initialized_invalid_client_settings_raises`	software	healthy	`integrations/chroma/tests/test_document_store.py:135`
`test_infer_type_from_value_fallback_for_unknown_type`	software	healthy	`integrations/chroma/tests/test_document_store.py:144`
`test_count_unique_metadata_empty_returns_zero_counts`	software	healthy	`integrations/chroma/tests/test_document_store.py:148`
`test_compute_field_min_max_skips_non_scalar_values`	software	healthy	`integrations/chroma/tests/test_document_store.py:152`
`test_compute_field_unique_values_with_search_term_edge_cases`	software	healthy	`integrations/chroma/tests/test_document_store.py:165`
`test_filter_metadata_discards_unsupported_types`	software	healthy	`integrations/chroma/tests/test_document_store.py:170`
`test_convert_document_to_chroma_rejects_non_document`	software	healthy	`integrations/chroma/tests/test_document_store.py:177`
`test_convert_document_to_chroma_warns_on_sparse_embedding`	software	healthy	`integrations/chroma/tests/test_document_store.py:181`
`test_get_result_to_documents_embedding_variants`	software	healthy	`integrations/chroma/tests/test_document_store.py:199`
`test_query_result_to_documents_edge_cases`	software	healthy	`integrations/chroma/tests/test_document_store.py:218`
`document_store`	software	healthy	`integrations/chroma/tests/test_document_store.py:617`
`assert_documents_are_equal`	software	healthy	`integrations/chroma/tests/test_document_store.py:254`
`test_client_settings_applied`	software	healthy	`integrations/chroma/tests/test_document_store.py:270`
`test_distance_metric_initialization`	software	healthy	`integrations/chroma/tests/test_document_store.py:281`
`test_distance_metric_reinitialization`	software	healthy	`integrations/chroma/tests/test_document_store.py:289`
`test_metadata_initialization`	software	healthy	`integrations/chroma/tests/test_document_store.py:304`
`test_delete_empty`	software	healthy	`integrations/chroma/tests/test_document_store.py:341`
`test_delete_not_empty_non_existing`	software	healthy	`integrations/chroma/tests/test_document_store.py:347`
`test_filter_documents_return_embeddings`	software	healthy	`integrations/chroma/tests/test_document_store.py:358`
`test_write_documents_unsupported_meta_values`	software	healthy	`integrations/chroma/tests/test_document_store.py:363`
`test_write_documents_supported_meta_values`	software	healthy	`integrations/chroma/tests/test_document_store.py:389`
`test_documents_with_content_none_are_not_stored`	software	healthy	`integrations/chroma/tests/test_document_store.py:417`
`test_blob_not_stored`	software	healthy	`integrations/chroma/tests/test_document_store.py:421`
`test_contains`	software	healthy	`integrations/chroma/tests/test_document_store.py:431`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`cliff.toml`	software	healthy	`cliff.toml`
`show_unreleased.sh`	software	healthy	`show_unreleased.sh`
`uv.toml`	software	healthy	`uv.toml`
`CODE_OF_CONDUCT.md`	software	healthy	`CODE_OF_CONDUCT.md`
`SECURITY.md`	software	healthy	`SECURITY.md`
`AGENTS.md`	software	healthy	`AGENTS.md`
`hatch.toml`	software	healthy	`integrations/hatch.toml`
`README.md`	software	healthy	`integrations/chroma/README.md`
`pyproject.toml`	software	healthy	`integrations/chroma/pyproject.toml`
`CHANGELOG.md`	software	healthy	`integrations/chroma/CHANGELOG.md`
`config_docusaurus.yml`	software	healthy	`integrations/chroma/pydoc/config_docusaurus.yml`
`test_document_store_async.py`	software	healthy	`integrations/chroma/tests/test_document_store_async.py`
`__init__.py`	software	healthy	`integrations/chroma/tests/__init__.py`
`conftest.py`	software	healthy	`integrations/chroma/tests/conftest.py`
`test_document_store.py`	software	healthy	`integrations/chroma/tests/test_document_store.py`
`test_retriever.py`	software	healthy	`integrations/chroma/tests/test_retriever.py`
`test_filters.py`	software	healthy	`integrations/chroma/tests/test_filters.py`
`example.py`	software	warning	`integrations/chroma/example/example.py`
`__init__.py`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`document_store.py`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`filters.py`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`utils.py`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`errors.py`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`__init__.py`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`retriever.py`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`README.md`	software	healthy	`integrations/mistral/README.md`
`pyproject.toml`	software	healthy	`integrations/mistral/pyproject.toml`
`CHANGELOG.md`	software	healthy	`integrations/mistral/CHANGELOG.md`
`config_docusaurus.yml`	software	healthy	`integrations/mistral/pydoc/config_docusaurus.yml`
`__init__.py`	software	healthy	`integrations/mistral/tests/__init__.py`
`test_mistral_text_embedder.py`	software	healthy	`integrations/mistral/tests/test_mistral_text_embedder.py`
`test_ocr_document_converter.py`	software	healthy	`integrations/mistral/tests/test_ocr_document_converter.py`
`test_mistral_chat_generator_async.py`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator_asyn…`
`test_mistral_chat_generator.py`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py`
`test_mistral_document_embedder.py`	software	healthy	`integrations/mistral/tests/test_mistral_document_embedder.py`
`chat_generator_with_structured_output.py`	software	healthy	`integrations/mistral/examples/chat_generator_with_structure…`
`indexing_pipeline.py`	software	warning	`integrations/mistral/examples/indexing_pipeline.py`
`streaming_chat_with_rag.py`	software	warning	`integrations/mistral/examples/streaming_chat_with_rag.py`
`indexing_ocr_pipeline.py`	software	healthy	`integrations/mistral/examples/indexing_ocr_pipeline.py`
`__init__.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/c…`
`ocr_document_converter.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/c…`
`text_embedder.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`__init__.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`document_embedder.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`__init__.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`__init__.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`chat_generator.py`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`TestDocumentStoreAsyncUnit`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:32`
`TestDocumentStoreAsync`	software	healthy	`integrations/chroma/tests/test_document_store_async.py:54`
`_TestEmbeddingFunction`	software	healthy	`integrations/chroma/tests/conftest.py:16`
`TestDocumentStoreUnit`	software	healthy	`integrations/chroma/tests/test_document_store.py:52`
`TestDocumentStore`	software	healthy	`integrations/chroma/tests/test_document_store.py:223`
`TestMetadataOperations`	software	healthy	`integrations/chroma/tests/test_document_store.py:613`
`TestChromaQueryTextRetriever`	software	healthy	`integrations/chroma/tests/test_retriever.py:15`
`TestChromaEmbeddingRetriever`	software	healthy	`integrations/chroma/tests/test_retriever.py:132`
`ChromaDocumentStore`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`ChromaFilter`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`ChromaDocumentStoreError`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`ChromaDocumentStoreFilterError`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`ChromaDocumentStoreConfigError`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`ChromaQueryTextRetriever`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`ChromaEmbeddingRetriever`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`TestMistralTextEmbedder`	software	healthy	`integrations/mistral/tests/test_mistral_text_embedder.py:12`
`TestMistralOCRDocumentConverter`	software	healthy	`integrations/mistral/tests/test_ocr_document_converter.py:19`
`ImageAnnotation`	software	healthy	`integrations/mistral/tests/test_ocr_document_converter.py:6…`
`DocumentAnnotation`	software	healthy	`integrations/mistral/tests/test_ocr_document_converter.py:6…`
`TestMistralChatGeneratorAsync`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator_asyn…`
`CollectorCallback`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py:35`
`TestMistralChatGenerator`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py:1…`
`NobelPrizeInfo`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py:5…`
`Callback`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py:5…`
`TestReasoningSupport`	software	healthy	`integrations/mistral/tests/test_mistral_chat_generator.py:9…`
`TestMistralDocumentEmbedder`	software	healthy	`integrations/mistral/tests/test_mistral_document_embedder.p…`
`NobelPrizeInfo`	software	healthy	`integrations/mistral/examples/chat_generator_with_structure…`
`ImageAnnotation`	software	healthy	`integrations/mistral/examples/indexing_ocr_pipeline.py:28`
`DocumentAnnotation`	software	healthy	`integrations/mistral/examples/indexing_ocr_pipeline.py:34`
`MistralOCRDocumentConverter`	software	healthy	`integrations/mistral/src/haystack_integrations/components/c…`
`MistralTextEmbedder`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`MistralDocumentEmbedder`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`MistralChatGenerator`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`QASignature`	software	healthy	`integrations/dspy/tests/test_chat_generator.py:479`
`TestValidModuleTypes`	software	healthy	`integrations/dspy/tests/test_chat_generator.py:60`
`TestGetDspyModuleClass`	software	healthy	`integrations/dspy/tests/test_chat_generator.py:65`
`TestCreateDspyLm`	software	healthy	`integrations/dspy/tests/test_chat_generator.py:84`
`TestDSPySignatureChatGenerator`	software	healthy	`integrations/dspy/tests/test_chat_generator.py:123`
`TestDSPySignatureChatGeneratorAsync`	software	healthy	`integrations/dspy/tests/test_chat_generator_async.py:46`
`CityInfoSignature`	software	healthy	`integrations/dspy/examples/react_agent_example.py:28`
`QASignature`	software	healthy	`integrations/dspy/examples/chat_generator_example.py:8`
`DSPySignatureChatGenerator`	software	healthy	`integrations/dspy/src/haystack_integrations/components/gene…`
`CollectorCallback`	software	healthy	`integrations/cometapi/tests/test_cometapi_chat_generator.py…`
`TestCometAPIChatGenerator`	software	healthy	`integrations/cometapi/tests/test_cometapi_chat_generator.py…`
`Callback`	software	healthy	`integrations/cometapi/tests/test_cometapi_chat_generator.py…`
`TestChatCompletionChunkConversion`	software	healthy	`integrations/cometapi/tests/test_cometapi_chat_generator.py…`
`TestCometAPIChatGeneratorAsync`	software	healthy	`integrations/cometapi/tests/test_cometapi_chat_generator_as…`
`CometAPIChatGenerator`	software	healthy	`integrations/cometapi/src/haystack_integrations/components/…`
`TestBraveWebSearch`	software	healthy	`integrations/brave/tests/test_brave_websearch.py:29`
`BraveWebSearch`	software	healthy	`integrations/brave/src/haystack_integrations/components/web…`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`integrations`	software	healthy	`integrations`
`chroma`	software	healthy	`integrations/chroma`
`pydoc`	software	healthy	`integrations/chroma/pydoc`
`tests`	software	healthy	`integrations/chroma/tests`
`example`	software	healthy	`integrations/chroma/example`
`src`	software	healthy	`integrations/chroma/src`
`haystack_integrations`	software	healthy	`integrations/chroma/src/haystack_integrations`
`document_stores`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`chroma`	software	healthy	`integrations/chroma/src/haystack_integrations/document_stor…`
`components`	software	healthy	`integrations/chroma/src/haystack_integrations/components`
`retrievers`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`chroma`	software	healthy	`integrations/chroma/src/haystack_integrations/components/re…`
`mistral`	software	healthy	`integrations/mistral`
`pydoc`	software	healthy	`integrations/mistral/pydoc`
`tests`	software	healthy	`integrations/mistral/tests`
`examples`	software	healthy	`integrations/mistral/examples`
`src`	software	healthy	`integrations/mistral/src`
`haystack_integrations`	software	healthy	`integrations/mistral/src/haystack_integrations`
`components`	software	healthy	`integrations/mistral/src/haystack_integrations/components`
`converters`	software	healthy	`integrations/mistral/src/haystack_integrations/components/c…`
`mistral`	software	healthy	`integrations/mistral/src/haystack_integrations/components/c…`
`embedders`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`mistral`	software	healthy	`integrations/mistral/src/haystack_integrations/components/e…`
`generators`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`mistral`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`chat`	software	healthy	`integrations/mistral/src/haystack_integrations/components/g…`
`dspy`	software	healthy	`integrations/dspy`
`pydoc`	software	healthy	`integrations/dspy/pydoc`
`tests`	software	healthy	`integrations/dspy/tests`
`examples`	software	healthy	`integrations/dspy/examples`
`src`	software	healthy	`integrations/dspy/src`
`haystack_integrations`	software	healthy	`integrations/dspy/src/haystack_integrations`
`components`	software	healthy	`integrations/dspy/src/haystack_integrations/components`
`generators`	software	healthy	`integrations/dspy/src/haystack_integrations/components/gene…`
`dspy`	software	healthy	`integrations/dspy/src/haystack_integrations/components/gene…`
`chat`	software	healthy	`integrations/dspy/src/haystack_integrations/components/gene…`
`cometapi`	software	healthy	`integrations/cometapi`
`pydoc`	software	healthy	`integrations/cometapi/pydoc`
`tests`	software	healthy	`integrations/cometapi/tests`
`src`	software	healthy	`integrations/cometapi/src`
`haystack_integrations`	software	healthy	`integrations/cometapi/src/haystack_integrations`
`components`	software	healthy	`integrations/cometapi/src/haystack_integrations/components`
`generators`	software	healthy	`integrations/cometapi/src/haystack_integrations/components/…`
`cometapi`	software	healthy	`integrations/cometapi/src/haystack_integrations/components/…`
`chat`	software	healthy	`integrations/cometapi/src/haystack_integrations/components/…`
`brave`	software	healthy	`integrations/brave`
`pydoc`	software	healthy	`integrations/brave/pydoc`
`tests`	software	healthy	`integrations/brave/tests`
`src`	software	healthy	`integrations/brave/src`
`haystack_integrations`	software	healthy	`integrations/brave/src/haystack_integrations`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`compute-test-matrix`	cicd	healthy	`.github/workflows/amazon_sagemaker.yml`
`run`	cicd	healthy	`.github/workflows/amazon_sagemaker.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/amazon_sagemaker.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/falkordb.yml`
`run`	cicd	healthy	`.github/workflows/falkordb.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/falkordb.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/nvidia.yml`
`run`	cicd	healthy	`.github/workflows/nvidia.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/nvidia.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/paddleocr.yml`
`run`	cicd	healthy	`.github/workflows/paddleocr.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/paddleocr.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/firecrawl.yml`
`run`	cicd	healthy	`.github/workflows/firecrawl.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/firecrawl.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/unstructured.yml`
`run`	cicd	healthy	`.github/workflows/unstructured.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/unstructured.yml`
`makestale`	cicd	healthy	`.github/workflows/CI_stale.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/valkey.yml`
`run`	cicd	healthy	`.github/workflows/valkey.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/valkey.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/cohere.yml`
`run`	cicd	healthy	`.github/workflows/cohere.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/cohere.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/arcadedb.yml`
`run`	cicd	healthy	`.github/workflows/arcadedb.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/arcadedb.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/sqlalchemy.yml`
`run`	cicd	healthy	`.github/workflows/sqlalchemy.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/sqlalchemy.yml`
`add-to-project`	cicd	healthy	`.github/workflows/CI_project.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/weaviate.yml`
`run`	cicd	healthy	`.github/workflows/weaviate.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/weaviate.yml`
`test-api-reference-build`	cicd	healthy	`.github/workflows/CI_check_api_ref.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/fastembed.yml`
`run`	cicd	healthy	`.github/workflows/fastembed.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/fastembed.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/mcp.yml`
`run`	cicd	healthy	`.github/workflows/mcp.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/mcp.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/llama_stack.yml`
`run`	cicd	healthy	`.github/workflows/llama_stack.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/llama_stack.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/google_genai.yml`
`run`	cicd	healthy	`.github/workflows/google_genai.yml`
`notify-slack-on-failure`	cicd	healthy	`.github/workflows/google_genai.yml`
`compute-test-matrix`	cicd	healthy	`.github/workflows/mem0.yml`
`run`	cicd	healthy	`.github/workflows/mem0.yml`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`gha::amazon_sagemaker`	cicd	healthy	`.github/workflows/amazon_sagemaker.yml`
`gha::falkordb`	cicd	healthy	`.github/workflows/falkordb.yml`
`gha::nvidia`	cicd	healthy	`.github/workflows/nvidia.yml`
`gha::paddleocr`	cicd	healthy	`.github/workflows/paddleocr.yml`
`gha::firecrawl`	cicd	healthy	`.github/workflows/firecrawl.yml`
`gha::unstructured`	cicd	healthy	`.github/workflows/unstructured.yml`
`gha::CI_stale`	cicd	healthy	`.github/workflows/CI_stale.yml`
`gha::valkey`	cicd	healthy	`.github/workflows/valkey.yml`
`gha::cohere`	cicd	healthy	`.github/workflows/cohere.yml`
`gha::arcadedb`	cicd	healthy	`.github/workflows/arcadedb.yml`
`gha::sqlalchemy`	cicd	healthy	`.github/workflows/sqlalchemy.yml`
`gha::CI_project`	cicd	healthy	`.github/workflows/CI_project.yml`
`gha::weaviate`	cicd	healthy	`.github/workflows/weaviate.yml`
`gha::CI_check_api_ref`	cicd	healthy	`.github/workflows/CI_check_api_ref.yml`
`gha::fastembed`	cicd	healthy	`.github/workflows/fastembed.yml`
`gha::mcp`	cicd	healthy	`.github/workflows/mcp.yml`
`gha::llama_stack`	cicd	healthy	`.github/workflows/llama_stack.yml`
`gha::google_genai`	cicd	healthy	`.github/workflows/google_genai.yml`
`gha::mem0`	cicd	healthy	`.github/workflows/mem0.yml`
`gha::kreuzberg`	cicd	healthy	`.github/workflows/kreuzberg.yml`
`gha::opensearch`	cicd	healthy	`.github/workflows/opensearch.yml`
`gha::dspy`	cicd	healthy	`.github/workflows/dspy.yml`
`gha::azure_ai_search`	cicd	healthy	`.github/workflows/azure_ai_search.yml`
`gha::github`	cicd	healthy	`.github/workflows/github.yml`
`gha::langfuse`	cicd	healthy	`.github/workflows/langfuse.yml`
`gha::watsonx`	cicd	healthy	`.github/workflows/watsonx.yml`
`gha::qdrant`	cicd	healthy	`.github/workflows/qdrant.yml`
`gha::ragas`	cicd	healthy	`.github/workflows/ragas.yml`
`gha::supabase`	cicd	healthy	`.github/workflows/supabase.yml`
`gha::chonkie`	cicd	healthy	`.github/workflows/chonkie.yml`
`gha::cometapi`	cicd	healthy	`.github/workflows/cometapi.yml`
`gha::docling`	cicd	healthy	`.github/workflows/docling.yml`
`gha::togetherai`	cicd	healthy	`.github/workflows/togetherai.yml`
`gha::pgvector`	cicd	healthy	`.github/workflows/pgvector.yml`
`gha::pinecone`	cicd	healthy	`.github/workflows/pinecone.yml`
`gha::CI_workflows_linting`	cicd	healthy	`.github/workflows/CI_workflows_linting.yml`
`gha::elasticsearch`	cicd	healthy	`.github/workflows/elasticsearch.yml`
`gha::huggingface_api`	cicd	healthy	`.github/workflows/huggingface_api.yml`
`gha::brave`	cicd	healthy	`.github/workflows/brave.yml`
`gha::CI_comment_fork_prs`	cicd	healthy	`.github/workflows/CI_comment_fork_prs.yml`
`gha::cognee`	cicd	healthy	`.github/workflows/cognee.yml`
`gha::faiss`	cicd	healthy	`.github/workflows/faiss.yml`
`gha::CI_pypi_release`	cicd	healthy	`.github/workflows/CI_pypi_release.yml`
`gha::lara`	cicd	healthy	`.github/workflows/lara.yml`
`gha::chroma`	cicd	healthy	`.github/workflows/chroma.yml`
`gha::optimum`	cicd	healthy	`.github/workflows/optimum.yml`
`gha::meta_llama`	cicd	healthy	`.github/workflows/meta_llama.yml`
`gha::CI_labeler`	cicd	healthy	`.github/workflows/CI_labeler.yml`
`gha::mistral`	cicd	healthy	`.github/workflows/mistral.yml`
`gha::alloydb`	cicd	healthy	`.github/workflows/alloydb.yml`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`AZURE_AI_SEARCH_API_KEY`	cicd	healthy	`—`
`VLLM_RANKER_MODEL`	cicd	healthy	`—`
`AWS_REGION`	cicd	healthy	`—`
`E2B_API_KEY`	cicd	healthy	`—`
`HAYSTACK_BOT_TOKEN`	cicd	healthy	`—`
`LLAMA_API_KEY`	cicd	healthy	`—`
`AZURE_DI_ENDPOINT`	cicd	healthy	`—`
`VISION_LLM_FOR_TESTS`	cicd	healthy	`—`
`PERPLEXITY_API_KEY`	cicd	healthy	`—`
`GH_PROJECT_PAT`	cicd	healthy	`—`
`LANGFUSE_PUBLIC_KEY`	cicd	healthy	`—`
`INTEGRATION_NAME`	cicd	healthy	`—`
`AWS_BEDROCK_GUARDRAIL_ID`	cicd	healthy	`—`
`BRAVE_API_KEY`	cicd	healthy	`—`
`WATSONX_API_KEY`	cicd	healthy	`—`
`MISTRAL_API_KEY`	cicd	healthy	`—`
`LANGFUSE_SECRET_KEY`	cicd	healthy	`—`
`ASTRA_DB_APPLICATION_TOKEN`	cicd	healthy	`—`
`PYTHON_VERSION`	cicd	healthy	`—`
`OPENROUTER_API_KEY`	cicd	healthy	`—`
`SLACK_WEBHOOK_URL_NOTIFICATIONS`	cicd	healthy	`—`
`AISTUDIO_ACCESS_TOKEN`	cicd	healthy	`—`
`LLM_FOR_TESTS`	cicd	healthy	`—`
`AIMLAPI_API_KEY`	cicd	healthy	`—`
`AWS_CI_ROLE_ARN`	cicd	healthy	`—`
`ALLOYDB_INSTANCE_URI`	cicd	healthy	`—`
`AZURE_AI_API_KEY`	cicd	healthy	`—`
`FOSSA_LICENSE_SCAN_TOKEN`	cicd	healthy	`—`
`NVIDIA_API_KEY`	cicd	healthy	`—`
`ARCADEDB_PASSWORD`	cicd	healthy	`—`
`VLLM_MODEL`	cicd	healthy	`—`
`VLLM_EMBEDDING_MODEL`	cicd	healthy	`—`
`LARA_ACCESS_KEY_SECRET`	cicd	healthy	`—`
`MONGO_CONNECTION_STRING`	cicd	healthy	`—`
`AZURE_AI_SEARCH_ENDPOINT`	cicd	healthy	`—`
`WANDB_API_KEY`	cicd	healthy	`—`
`ALLOYDB_USER`	cicd	healthy	`—`
`GOOGLE_API_KEY`	cicd	healthy	`—`
`PINECONE_API_KEY`	cicd	healthy	`—`
`LARA_ACCESS_KEY_ID`	cicd	healthy	`—`
`REQUIREMENTS_FILE`	cicd	healthy	`—`
`EMBEDDER_FOR_TESTS`	cicd	healthy	`—`
`MEM0_API_KEY`	cicd	healthy	`—`
`PADDLEOCR_VL_API_URL`	cicd	healthy	`—`
`OPENAI_API_KEY`	cicd	healthy	`—`
`COMET_API_KEY`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`EXCLUDE_PACKAGES`	cicd	healthy	`—`
`NVIDIA_CATALOG_API_KEY`	cicd	healthy	`—`
`TOGETHER_AI_API_KEY`	cicd	healthy	`—`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`port:8000`	network	healthy	`integrations/chroma/tests/test_document_store_async.py`
`port:2480`	network	healthy	`integrations/arcadedb/examples/embedding_retrieval.py`
`port:1521`	network	healthy	`integrations/oracle/docker-compose.yml`
`port:5432`	network	healthy	`integrations/pgvector/examples/embedding_retrieval.py`
`port:8080`	network	healthy	`integrations/weaviate/docker-compose.yml`
`port:50051`	network	healthy	`integrations/weaviate/docker-compose.yml`
`port:9200`	network	healthy	`integrations/opensearch/docker-compose.yml`
`port:9600`	network	healthy	`integrations/opensearch/docker-compose.yml`
`port:5433`	network	healthy	`integrations/supabase/docker-compose-groonga.yml`
`port:3000`	network	healthy	`integrations/supabase/docker-compose-groonga.yml`
`port:11434`	network	healthy	`integrations/ollama/examples/embedders_example.py`
`port:6379`	network	healthy	`integrations/falkordb/docker-compose.yml`
`port:1234`	network	healthy	`integrations/falkordb/tests/test_document_store.py`
`port:19071`	network	healthy	`integrations/vespa/docker-compose.yml`
`port:443`	network	healthy	`integrations/vespa/tests/test_document_store.py`
`port:5001`	network	healthy	`.github/workflows/docling_serve.yml`

Label	Layer	Status	Path
`oracle`	hardware	healthy	`integrations/oracle/docker-compose.yml`
`weaviate`	hardware	healthy	`integrations/weaviate/docker-compose.yml`
`opensearch`	hardware	healthy	`integrations/opensearch/docker-compose.yml`
`postgres`	hardware	healthy	`integrations/supabase/docker-compose.yml`
`setup`	hardware	healthy	`integrations/supabase/docker-compose.yml`
`falkordb`	hardware	healthy	`integrations/falkordb/docker-compose.yml`
`elasticsearch`	hardware	healthy	`integrations/elasticsearch/docker-compose.yml`
`vespa`	hardware	healthy	`integrations/vespa/docker-compose.yml`
`vespa-deploy`	hardware	healthy	`integrations/vespa/docker-compose.yml`

Label	Layer	Status	Path
`password_literal::integrations/alloydb/examples/embedding_r…`	security	healthy	`integrations/alloydb/examples/embedding_retrieval.py`
`password_literal::integrations/alloydb/examples/hybrid_retr…`	security	healthy	`integrations/alloydb/examples/hybrid_retrieval.py`
`password_literal::integrations/alloydb/src/haystack_integra…`	security	healthy	`integrations/alloydb/src/haystack_integrations/document_sto…`
`password_literal::integrations/oracle/tests/conftest.py`	security	healthy	`integrations/oracle/tests/conftest.py`
`password_literal::integrations/oracle/tests/test_document_s…`	security	healthy	`integrations/oracle/tests/test_document_store.py`
`password_literal::integrations/weaviate/src/haystack_integr…`	security	healthy	`integrations/weaviate/src/haystack_integrations/document_st…`
`password_literal::integrations/snowflake/tests/test_snowfla…`	security	healthy	`integrations/snowflake/tests/test_snowflake_table_retriever…`
`password_literal::integrations/snowflake/src/haystack_integ…`	security	healthy	`integrations/snowflake/src/haystack_integrations/components…`
`password_literal::integrations/snowflake/src/haystack_integ…`	security	healthy	`integrations/snowflake/src/haystack_integrations/components…`

Label	Layer	Status	Path
`postgres`	data	healthy	`integrations/alloydb/tests/conftest.py`
`postgresql`	data	healthy	`integrations/alloydb/src/haystack_integrations/document_sto…`
`mongodb`	data	healthy	`integrations/mongodb_atlas/pyproject.toml`
`elasticsearch`	data	healthy	`integrations/opensearch/tests/conftest.py`
`redis`	data	healthy	`integrations/valkey/src/haystack_integrations/document_stor…`
`sqlite`	data	healthy	`integrations/sqlalchemy/tests/test_sqlalchemy_table_retriev…`
`mysql`	data	healthy	`integrations/sqlalchemy/src/haystack_integrations/component…`

Label	Layer	Status	Path
`auth::integrations/supabase/docker-compose-groonga.yml`	security	healthy	`integrations/supabase/docker-compose-groonga.yml`
`auth::integrations/supabase/tests/test_groonga_integration.…`	security	healthy	`integrations/supabase/tests/test_groonga_integration.py`
`auth::integrations/snowflake/tests/test_auth.py`	security	healthy	`integrations/snowflake/tests/test_auth.py`
`auth::integrations/snowflake/src/haystack_integrations/comp…`	security	healthy	`integrations/snowflake/src/haystack_integrations/components…`
`auth::integrations/snowflake/tests/test_snowflake_table_ret…`	security	healthy	`integrations/snowflake/tests/test_snowflake_table_retriever…`
`auth::integrations/weaviate/src/haystack_integrations/docum…`	security	healthy	`integrations/weaviate/src/haystack_integrations/document_st…`
`auth::integrations/snowflake/src/haystack_integrations/comp…`	security	healthy	`integrations/snowflake/src/haystack_integrations/components…`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`integrations/ragas/example/evaluation_with_components_examp…`
`vps::aws`	hardware	healthy	`integrations/ragas/example/evaluation_with_components_examp…`
`vps::gcp`	hardware	healthy	`integrations/pinecone/tests/test_document_store.py`
`vps::ec2`	hardware	healthy	`integrations/amazon_bedrock/examples/embedders_generator_wi…`

Label	Layer	Status	Path
`haystack_groonga_test`	data	healthy	`integrations/supabase/init-pgroonga.sql`
`IF`	data	healthy	`integrations/oracle/src/haystack_integrations/document_stor…`

Label	Layer	Status	Path
`repobility-clone-elvzso_v`	software	healthy	`/tmp/repobility-clone-elvzso_v`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`integrations/mcp/tests/test_mcp_timeout_reconnection.py`

Label	Layer	Status	Path
`nginx`	network	healthy	`integrations/supabase/docker-compose-groonga.yml`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`integrations/nvidia/pyproject.toml`

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deepset-ai/haystack-core-integrations

Complete repo analysis

function 50+

file 50+

class 50+

directory 50+

job 50+

pipeline 50+

env_var 50+

port 16

container 9

secret 9

database 7

auth 7

vps 4

table 2

repo 1

service 1

load_balancer 1

gpu 1