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This report presents the forensic synthetic code analysis of superlinked/sie, a Python project with 2,696 GitHub stars. SynthScan v2.0 examined 571,580 lines of code across 1695 source files, recording 7631 pattern matches distributed across 22 syntactic categories. The overall adjusted score of 17.2 places this repository in the Moderate AI signal band.
The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).
Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.
Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.
This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.
The scanner identified 7631 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | integrations/conftest.py | 49 | def _create_mock_encode_result( | CODE |
| LOW | integrations/conftest.py | 90 | def _create_mock_score_result(query: str, items: list[dict], top_k: int | None = None) -> list[dict[str, Any]]: | CODE |
| LOW | integrations/conftest.py | 112 | def _create_mock_extract_result(text: str, labels: list[str]) -> dict[str, Any]: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 14 | def test_embed_documents_single(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 24 | def test_embed_documents_batch(self, mock_sie_client: object, test_texts: list[str]) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 34 | def test_embed_documents_empty(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 51 | def test_embed_query_different_from_document(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 82 | def test_api_key_forwarded_to_sync_client(self) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 91 | def test_api_key_forwarded_to_async_client(self) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 120 | async def test_aembed_documents_empty(self, mock_sie_async_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 135 | def test_encode_queries_single(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 148 | def test_encode_queries_batch(self, mock_sie_client: object, test_texts: list[str]) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 160 | def test_encode_queries_empty(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 170 | def test_encode_documents_single(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 181 | def test_encode_documents_batch(self, mock_sie_client: object, test_texts: list[str]) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 190 | def test_encode_documents_empty(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_embeddings.py | 200 | def test_encode_queries_uses_is_query(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 211 | def test_encode_documents_no_is_query(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 233 | def test_lazy_client_initialization(self) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 239 | def test_api_key_forwarded_to_sync_client(self) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_rerankers.py | 26 | def test_compress_documents_empty(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_rerankers.py | 34 | def test_compress_documents_top_k(self, mock_sie_client: object, test_documents: list[str]) -> None: | CODE |
| LOW⚡ | integrations/sie_langchain/tests/test_rerankers.py | 43 | def test_compress_documents_preserves_metadata(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_rerankers.py | 83 | async def test_acompress_documents_empty(self, mock_sie_async_client: object) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_integration.py | 112 | def test_chroma_similarity_search(self, sie_url: str) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_integration.py | 204 | def test_rag_retrieval_pipeline(self, sie_url: str) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_extractors.py | 12 | def test_extract_returns_multi_type_dict(self, mock_sie_client: object, test_ner_text: str) -> None: | CODE |
| LOW | integrations/sie_langchain/tests/test_extractors.py | 63 | def test_tool_name_and_description(self) -> None: | CODE |
| LOW | …egrations/sie_langchain/src/sie_langchain/rerankers.py | 177 | def _build_reranked_documents(self, documents: Sequence[Document], results: list[Any]) -> list[Document]: | CODE |
| LOW | integrations/sie_weaviate/tests/conftest.py | 21 | def _create_mock_encode_result( | CODE |
| LOW | integrations/sie_weaviate/tests/conftest.py | 49 | def _create_mock_extract_result( | CODE |
| LOW | integrations/sie_weaviate/tests/conftest.py | 74 | def _create_mock_classify_result( | CODE |
| LOW | integrations/sie_weaviate/tests/conftest.py | 241 | def mock_async_classify_client(mock_sie_async_client: AsyncMock) -> AsyncMock: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 48 | def test_deterministic_embeddings(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 58 | def test_different_documents_different_embeddings(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 67 | def test_custom_model_passed_to_encode(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 77 | def test_output_types_set_to_dense(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 87 | def test_lazy_client_initialization(self) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 92 | def test_normalized_embeddings(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 102 | def test_embed_query_passes_is_query(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 112 | def test_embed_documents_does_not_pass_is_query(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 122 | def test_instruction_forwarded(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 132 | def test_output_dtype_forwarded(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 142 | def test_instruction_forwarded_in_query(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 203 | def test_output_types_forwarded(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 213 | def test_default_output_types(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 223 | def test_lazy_client_initialization(self) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 228 | def test_embed_query_passes_is_query(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 238 | def test_instruction_forwarded(self, mock_sie_client: object) -> None: | CODE |
| LOW⚡ | integrations/sie_weaviate/tests/test_vectorizer.py | 248 | def test_output_dtype_forwarded(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 27 | def test_embed_empty_list_no_client_call(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 153 | def test_extract_dense_raises_on_none(self) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 164 | def test_embed_documents_returns_named(self, mock_sie_client: object, sample_documents: list[str]) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 182 | def test_embed_query_returns_named(self, mock_sie_client: object) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 273 | def test_extract_multivector_from_numpy(self) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 282 | def test_extract_multivector_from_list_of_arrays(self) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_integration.py | 91 | def test_dense_and_sparse_named_vectors(self, sie_url: str, weaviate_client) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_enricher.py | 14 | def test_enrich_returns_vectors_and_properties(self, mock_sie_client: MagicMock) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_enricher.py | 31 | def test_enrich_groups_entities_by_label(self, mock_sie_client: MagicMock) -> None: | CODE |
| LOW | integrations/sie_weaviate/tests/test_enricher.py | 48 | def test_enrich_with_classification(self, mock_classify_client: MagicMock) -> None: | CODE |
| 4385 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | deploy/helm/sie-cluster/values.yaml | 1350 | # ============================================================================= | COMMENT |
| MEDIUM | deploy/helm/sie-cluster/values.yaml | 1353 | # ============================================================================= | COMMENT |
| MEDIUM | deploy/helm/sie-cluster/values.yaml | 1878 | # ============================================================================= | COMMENT |
| MEDIUM | deploy/helm/sie-cluster/values.yaml | 1883 | # ============================================================================= | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 39 | # ── Configuration ────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 64 | # ── SIE Client ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 139 | # ── Vector Operations ────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 151 | # ── Display Helpers ──────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 193 | # ── RAG Pipeline ─────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 219 | # ── Stage 1: Encode ────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 239 | # ── Stage 2: Dense Retrieval ───────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 260 | # ── Stage 3: Rerank ────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 305 | # ── Stage 4: Extract Highlights ────────────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 329 | # ── Stage 5: Build Compressed Context ──────────────────────────── | COMMENT |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 403 | # ── Main ─────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 96 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 98 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 203 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 205 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 325 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/contract-review-agent/contract_review_agent/tools.py | 327 | # ────────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/autoresearch.py | 595 | # ── Ensemble experiments (CPU-only, uses cached CE results) ────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/autoresearch.py | 658 | # ── Pool experiments: MV-based pools + CE rerank ────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 41 | # ── Config ────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 85 | # ── Caching ──────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 128 | # ── Utilities ─────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 147 | # ── Metrics ───────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 196 | # ── Output ────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 236 | # ── Data Loading ──────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 273 | # ── Async Encode (SDK handles 503 retries; we retry transport errors) ────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 353 | # ── Turbopuffer (async) ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 413 | # ── Cross-Encoder Reranking with partial cache ───────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 493 | # ── Multi-Vector Scoring (CPU, maxsim_cpu) ───────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 544 | # ── Main ──────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 625 | # ── Trial 1: Embed corpus + queries with bge-m3 ────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 656 | # ── Trial 2: BM25 + Vector retrieval ────────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 670 | # ── Eval: BM25, Vector, RRF baselines ───────────────────── | COMMENT |
| MEDIUM | examples/retrieval-ablation/benchmark_ablation.py | 684 | # ── Build hybrid pool ────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/conftest.py | 250 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/conftest.py | 252 | # ============================================================================= | COMMENT |
| MEDIUM | packages/sie_server/tests/conftest.py | 339 | # ============================================================================= | COMMENT |
| MEDIUM | packages/sie_server/tests/conftest.py | 341 | # ============================================================================= | COMMENT |
| MEDIUM | packages/sie_server/tests/conftest.py | 543 | # ============================================================================= | COMMENT |
| MEDIUM | packages/sie_server/tests/conftest.py | 545 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/conftest.py | 679 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/conftest.py | 681 | # ============================================================================= | COMMENT |
| MEDIUM | packages/sie_server/tests/test_parity_run_batch.py | 256 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM | packages/sie_server/tests/test_parity_run_batch.py | 258 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM | packages/sie_server/tests/test_adapter_call_loop.py | 41 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM | packages/sie_server/tests/test_adapter_call_loop.py | 43 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/test_adapter_call_loop.py | 127 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/test_adapter_call_loop.py | 129 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/test_adapter_call_loop.py | 284 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/test_adapter_call_loop.py | 286 | # -------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 141 | # ----------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 143 | # ----------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 351 | # ----------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 353 | # ----------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 91 | # ----------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …ckages/sie_server/tests/test_queue_executor_stage1d.py | 93 | # ----------------------------------------------------------------------------- | COMMENT |
| 512 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | integrations/conftest.py | 7 | CODE | |
| LOW | integrations/sie_langchain/tests/test_embeddings.py | 3 | CODE | |
| LOW | integrations/sie_langchain/tests/test_rerankers.py | 3 | CODE | |
| LOW | integrations/sie_langchain/tests/test_integration.py | 10 | CODE | |
| LOW | integrations/sie_langchain/tests/test_extractors.py | 3 | CODE | |
| LOW | …grations/sie_langchain/src/sie_langchain/extractors.py | 6 | CODE | |
| LOW | …tegrations/sie_langchain/src/sie_langchain/__init__.py | 32 | CODE | |
| LOW | …tegrations/sie_langchain/src/sie_langchain/__init__.py | 32 | CODE | |
| LOW | …tegrations/sie_langchain/src/sie_langchain/__init__.py | 33 | CODE | |
| LOW | …tegrations/sie_langchain/src/sie_langchain/__init__.py | 34 | CODE | |
| LOW | …grations/sie_langchain/src/sie_langchain/embeddings.py | 8 | CODE | |
| LOW | …egrations/sie_langchain/src/sie_langchain/rerankers.py | 6 | CODE | |
| LOW | integrations/sie_weaviate/tests/conftest.py | 8 | CODE | |
| LOW | integrations/sie_weaviate/tests/test_vectorizer.py | 3 | CODE | |
| LOW | integrations/sie_weaviate/tests/test_integration.py | 18 | CODE | |
| LOW | integrations/sie_weaviate/tests/test_enricher.py | 3 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/__init__.py | 65 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/__init__.py | 65 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/__init__.py | 66 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/__init__.py | 66 | CODE | |
| LOW | …tegrations/sie_weaviate/src/sie_weaviate/vectorizer.py | 12 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/enricher.py | 8 | CODE | |
| LOW | …tegrations/sie_chroma/tests/test_embedding_function.py | 3 | CODE | |
| LOW | integrations/sie_chroma/tests/conftest.py | 3 | CODE | |
| LOW | integrations/sie_chroma/tests/test_integration.py | 18 | CODE | |
| LOW | integrations/sie_chroma/src/sie_chroma/__init__.py | 40 | CODE | |
| LOW | integrations/sie_chroma/src/sie_chroma/__init__.py | 40 | CODE | |
| LOW | …ations/sie_chroma/src/sie_chroma/embedding_function.py | 8 | CODE | |
| LOW | integrations/sie_crewai/tests/conftest.py | 3 | CODE | |
| LOW | integrations/sie_crewai/tests/test_integration.py | 12 | CODE | |
| LOW | integrations/sie_crewai/tests/test_tools.py | 3 | CODE | |
| LOW | integrations/sie_crewai/src/sie_crewai/tools.py | 6 | CODE | |
| LOW | integrations/sie_crewai/src/sie_crewai/__init__.py | 41 | CODE | |
| LOW | integrations/sie_crewai/src/sie_crewai/__init__.py | 42 | CODE | |
| LOW | integrations/sie_crewai/src/sie_crewai/__init__.py | 42 | CODE | |
| LOW | integrations/sie_crewai/src/sie_crewai/embedders.py | 7 | CODE | |
| LOW | integrations/sie_haystack/tests/conftest.py | 7 | CODE | |
| LOW | integrations/sie_haystack/tests/test_integration.py | 10 | CODE | |
| LOW | integrations/sie_haystack/tests/test_embedders.py | 3 | CODE | |
| LOW | integrations/sie_haystack/tests/test_rankers.py | 3 | CODE | |
| LOW | integrations/sie_haystack/tests/test_extractors.py | 3 | CODE | |
| LOW | …tegrations/sie_haystack/src/sie_haystack/extractors.py | 7 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 50 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 59 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 59 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 59 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 59 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 59 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 60 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/embedders.py | 12 | CODE | |
| LOW | integrations/sie_haystack/src/sie_haystack/rankers.py | 6 | CODE | |
| LOW | …tack_integrations/components/embedders/sie/__init__.py | 7 | CODE | |
| LOW | …tack_integrations/components/embedders/sie/__init__.py | 7 | CODE | |
| LOW | …tack_integrations/components/embedders/sie/__init__.py | 7 | CODE | |
| 731 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | Cargo.toml | 1 | # Virtual workspace over the PUBLIC Rust crates (#2339): one lockfile, one | COMMENT |
| LOW | deny.toml | 1 | # cargo-deny policy for the workspace (sie-gateway, sie-gateway-cloud, | COMMENT |
| LOW | deny.toml | 21 | # Two quick-xml 0.40.1 DoS advisories, both fixed in the breaking 0.41.0 | COMMENT |
| LOW | deploy/helm/sie-cluster/values-aks.yaml | 61 | enabled: true | COMMENT |
| LOW | deploy/helm/sie-cluster/values-aks.yaml | 81 | # # And at the top level: | COMMENT |
| LOW | deploy/helm/sie-cluster/values-aks.yaml | 161 | # (default "sie-server") and namespace (default "sie"). | COMMENT |
| LOW | deploy/helm/sie-cluster/values-aws.yaml | 61 | # tlsConfig: | COMMENT |
| LOW | deploy/helm/sie-cluster/values-aws.yaml | 161 | # NAMING CONTRACT: name must match module.sie_irsa_role namespace_service_accounts | COMMENT |
| LOW | deploy/helm/sie-cluster/README.md | 341 | ```yaml | COMMENT |
| LOW | deploy/helm/sie-cluster/values-gke.yaml | 61 | healthGates: | COMMENT |
| LOW | deploy/helm/sie-cluster/values-gke.yaml | 81 | # hosts: | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1 | # SIE Cluster Helm Values | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 21 | COMMENT | |
| LOW | deploy/helm/sie-cluster/values.yaml | 41 | sharedPaths: | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 121 | failureThreshold: 3 | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 141 | # config deltas. It does not own config persistence or writes; | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 221 | # Standard Kubernetes env entry list (name/value or name/valueFrom). | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 261 | embeddedConfigs: | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 341 | # -- `-<cudaPlatform>-sm<computeCapability>` automatically. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 381 | # -- Map of imageBundle -> required platform. Mirrors each bundle's | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 401 | # Override with workers.pools.<name>.preloadModels or | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 421 | # validated against ^[A-Za-z0-9_-]+$ with a 63-character maximum, and | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 441 | # is required for >1MB work items and on by default. When clusterCache.url | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 461 | # -- Extra environment variables for worker pods. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 481 | # - name: SIE_IDLE_EVICT_S | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 501 | # kill the pod before the cleanup-safe startup timeout can finish. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 541 | # ``nats.enabled: true`` because the sidecar has no default | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 561 | # authoritative; model IDs outside the active catalog report as "other". | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 581 | # (2000ms). | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 601 | # -- Worker-side config reconciliation against sie-config. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 641 | # -- Rust scheduler batcher tuning for queue-mode workers. These | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 661 | # window keeps queue-path coalescing bounded while still allowing | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 681 | extraEnv: [] | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 701 | # | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 721 | # Defaults to the worker group key when omitted. An | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 741 | # tolerations: extra tolerations on top of the chart defaults. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 761 | # All three physical tokens are trimmed, limited to 63 characters, validated | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 921 | maxReplicas: 3 | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 941 | # -- Cooldown period before scaling to zero (seconds) | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 961 | queueDepthActivation: 0 | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 981 | host: "" | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1001 | # cert-manager-specific knobs (only used when mode=cert-manager) | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1021 | # Self-signed-specific knobs (only used when mode=self-signed). | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1101 | # and pod annotation eks.amazonaws.com/role-arn | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1121 | # -- Create RBAC resources | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1141 | # enables canonical OTLP metrics, the bundled collector Prometheus exporter, | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1181 | # -- Logging configuration. Gateway and sie-config receive ``SIE_LOG_LEVEL`` from | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1201 | # -- Deploy NATS server as a sub-chart. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1261 | # -- NAK delay (seconds) for retryable queue failures and model-unavailable | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1281 | # Example: | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1301 | # `default` queue pool fails open during transient gateway/status errors. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1321 | # URL resolution (when enabled): | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1341 | # Empty derives from workers.common.clusterCache.url (the shared bucket's | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1381 | namespace: cert-manager | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1581 | # Kubernetes events remain controlled by kubernetes-event-exporter.install. | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1641 | memory: 2Gi | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1661 | traces: | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1681 | # -- Secret in the effective SIE workload namespace (where the collector | COMMENT |
| LOW | deploy/helm/sie-cluster/values.yaml | 1881 | # A sie_sdk client of the gateway; holds no models. Default OFF so existing | COMMENT |
| LOW | deploy/helm/sie-cluster/crds/cert-manager.crds.yaml | 1 | # Copyright 2022 The cert-manager Authors. | COMMENT |
| 668 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | integrations/sie_langchain/tests/test_integration.py | 0 | integration tests for sie-llamaindex. these tests require a running sie server and serve as runnable examples. run with: | STRING |
| HIGH | integrations/sie_haystack/tests/test_integration.py | 0 | integration tests for sie-llamaindex. these tests require a running sie server and serve as runnable examples. run with: | STRING |
| HIGH | integrations/sie_llamaindex/tests/test_integration.py | 0 | integration tests for sie-llamaindex. these tests require a running sie server and serve as runnable examples. run with: | STRING |
| HIGH | integrations/sie_langchain/tests/test_integration.py | 0 | full rag pipeline example using sie components. this demonstrates a complete retrieval-augmented generation setup with e | STRING |
| HIGH | integrations/sie_haystack/tests/test_integration.py | 0 | full rag pipeline example using sie components. this demonstrates a complete retrieval-augmented generation setup with e | STRING |
| HIGH | integrations/sie_llamaindex/tests/test_integration.py | 0 | full rag pipeline example using sie components. this demonstrates a complete retrieval-augmented generation setup with e | STRING |
| HIGH | integrations/sie_langchain/tests/test_integration.py | 0 | example: two-stage retrieval with embedding + reranking. | STRING |
| HIGH | integrations/sie_haystack/tests/test_integration.py | 0 | example: two-stage retrieval with embedding + reranking. | STRING |
| HIGH | integrations/sie_llamaindex/tests/test_integration.py | 0 | example: two-stage retrieval with embedding + reranking. | STRING |
| HIGH | integrations/sie_weaviate/tests/conftest.py | 0 | create mock encode results with deterministic embeddings. | STRING |
| HIGH | integrations/sie_crewai/tests/conftest.py | 0 | create mock encode results with deterministic embeddings. | STRING |
| HIGH | integrations/sie_qdrant/tests/conftest.py | 0 | create mock encode results with deterministic embeddings. | STRING |
| HIGH | integrations/sie_weaviate/tests/test_vectorizer.py | 0 | empty input returns empty list without calling sie. | STRING |
| HIGH | integrations/sie_weaviate/tests/test_enricher.py | 0 | empty input returns empty list without calling sie. | STRING |
| HIGH | integrations/sie_lancedb/tests/test_embeddings.py | 0 | empty input returns empty list without calling sie. | STRING |
| HIGH | integrations/sie_qdrant/tests/test_vectorizer.py | 0 | empty input returns empty list without calling sie. | STRING |
| HIGH | packages/sie_server/tests/core/test_registry_memory.py | 0 | patch ensure_model_cached to avoid actual hf downloads in tests. | STRING |
| HIGH | packages/sie_server/tests/core/test_registry_core.py | 0 | patch ensure_model_cached to avoid actual hf downloads in tests. | STRING |
| HIGH | packages/sie_server/tests/core/test_registry_async.py | 0 | patch ensure_model_cached to avoid actual hf downloads in tests. | STRING |
| HIGH | packages/sie_server/tests/core/test_registry_deps.py | 0 | patch ensure_model_cached to avoid actual hf downloads in tests. | STRING |
| HIGH | …ges/sie_server/tests/core/test_registry_multi_model.py | 0 | patch ensure_model_cached to avoid actual hf downloads in tests. | STRING |
| HIGH | packages/sie_server/tests/adapters/test_florence2.py | 0 | adapter reports empty dimensions (extraction model). | STRING |
| HIGH | packages/sie_server/tests/adapters/test_lighton_ocr.py | 0 | adapter reports empty dimensions (extraction model). | STRING |
| HIGH | packages/sie_server/tests/adapters/test_glm_ocr.py | 0 | adapter reports empty dimensions (extraction model). | STRING |
| HIGH | packages/sie_server/tests/adapters/test_donut.py | 0 | adapter reports empty dimensions (extraction model). | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_timing.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | …ckages/sie_server/tests/api/test_encode_json_schema.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_validation.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | packages/sie_server/tests/api/test_openai_compat.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_dtype.py | 0 | implementation for mock encode - returns encodeoutput. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_timing.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | …ckages/sie_server/tests/api/test_encode_json_schema.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_validation.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | packages/sie_server/tests/api/test_openai_compat.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_dtype.py | 0 | create a mock adapter that returns test embeddings. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | returns 503 model_loading when model is not loaded (non-blocking load). | STRING |
| HIGH | packages/sie_server/tests/api/test_score.py | 0 | returns 503 model_loading when model is not loaded (non-blocking load). | STRING |
| HIGH | packages/sie_server/tests/api/test_extract.py | 0 | returns 503 model_loading when model is not loaded (non-blocking load). | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | model triggers background load on first request if not loaded. | STRING |
| HIGH | packages/sie_server/tests/api/test_score.py | 0 | model triggers background load on first request if not loaded. | STRING |
| HIGH | packages/sie_server/tests/api/test_extract.py | 0 | model triggers background load on first request if not loaded. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | msgpack request can get json response with accept header. | STRING |
| HIGH | packages/sie_server/tests/api/test_score.py | 0 | msgpack request can get json response with accept header. | STRING |
| HIGH | packages/sie_server/tests/api/test_extract.py | 0 | msgpack request can get json response with accept header. | STRING |
| HIGH | packages/sie_server/tests/api/test_encode_endpoint.py | 0 | alternative x-msgpack content type is also accepted. | STRING |
| HIGH | packages/sie_server/tests/api/test_score.py | 0 | alternative x-msgpack content type is also accepted. | STRING |
| HIGH | packages/sie_server/tests/api/test_extract.py | 0 | alternative x-msgpack content type is also accepted. | STRING |
| HIGH | …ges/sie_server/src/sie_server/observability/tracing.py | 0 | return a credential- and query-free endpoint origin for diagnostics. | STRING |
| HIGH | …erver/src/sie_server/observability/worker_telemetry.py | 0 | return a credential- and query-free endpoint origin for diagnostics. | STRING |
| HIGH | packages/sie_sdk/src/sie_sdk/redaction.py | 0 | return a credential- and query-free endpoint origin for diagnostics. | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …er/src/sie_server/adapters/st_sparse_vision/adapter.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …c/sie_server/adapters/sentence_transformer/__init__.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …_server/src/sie_server/adapters/lighton_ocr/adapter.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …server/src/sie_server/adapters/bge_m3_flag/__init__.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …s/sie_server/src/sie_server/adapters/donut/__init__.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …es/sie_server/src/sie_server/adapters/clip/__init__.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| HIGH | …s/sie_server/src/sie_server/adapters/siglip/adapter.py | 0 | load the model onto the specified device. args: device: device string (e.g., "cuda:0", "cpu"). | STRING |
| 54 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | examples/agent-action-monitor/agent-demo/harness.py | 18 | Run one scenario end to end and return the outcome. Args: agent_id: Identity to attach to the resulting Age | STRING |
| HIGH | examples/agent-action-monitor/src/dusk/config.py | 176 | Coerce ``raw`` to ``field_type``, raising :class:`ConfigError` on failure. Args: field_type: The dataclass | STRING |
| HIGH | examples/agent-action-monitor/src/dusk/config.py | 243 | Build a :class:`Config` from defaults, ``dusk.yaml`` and env vars. Args: config_path: Path to the YAML conf | STRING |
| HIGH | …amples/agent-action-monitor/src/dusk/actions/ingest.py | 15 | Read a JSON list of raw ``source`` records into AgentAction events. Args: path: Filesystem path to a JSON f | STRING |
| HIGH | examples/agent-action-monitor/src/dusk/actions/event.py | 104 | Build an :class:`AgentAction` from a :meth:`to_dict` mapping. Args: data: A mapping as produced by | STRING |
| HIGH | …es/agent-action-monitor/src/dusk/actions/normaliser.py | 30 | Return the adapter registered for ``source``. Args: source: Canonical source name, for example ``"azure"`` | STRING |
| HIGH | …es/agent-action-monitor/src/dusk/actions/normaliser.py | 52 | Normalise one raw record from ``source`` into an :class:`AgentAction`. Args: source: Canonical source name | STRING |
| HIGH | …gent-action-monitor/src/dusk/actions/adapters/azure.py | 79 | Map one Azure activity-log record into an :class:`AgentAction`. Args: raw: One Azure activity-log r | STRING |
| HIGH | …nt-action-monitor/src/dusk/actions/adapters/generic.py | 26 | Validate and build an :class:`AgentAction` from a generic record. Args: raw: A record whose keys ma | STRING |
| HIGH | …agent-action-monitor/src/dusk/actions/adapters/base.py | 38 | Map one raw source record into an :class:`AgentAction`. Args: raw: One record in the source's nativ | STRING |
| HIGH | …nt-action-monitor/src/dusk/actions/adapters/bedrock.py | 42 | Map a raw record already carrying agent_id/timestamp into an AgentAction. Satisfies the :class:`SourceAdapter` | STRING |
| HIGH | …nt-action-monitor/src/dusk/actions/adapters/bedrock.py | 77 | Map one Bedrock toolUse block into an :class:`AgentAction`. Args: tool_use: The ``toolUse`` content | STRING |
| HIGH | packages/sie_server/src/sie_server/cli.py | 140 | Load model names from a bundle file using adapter-based matching. Args: bundle_name: Name of the bundle (wi | STRING |
| HIGH | packages/sie_server/src/sie_server/types/inputs.py | 216 | Return the validated ``data`` bytes from a media input mapping. Every image/video/document consumer relies on the w | STRING |
| HIGH | packages/sie_server/src/sie_server/types/inputs.py | 266 | Validate a wire-format item mapping into a typed :class:`Item`. The HTTP ingress path decodes request bodies straig | STRING |
| HIGH | packages/sie_server/src/sie_server/core/video_frames.py | 155 | Decode ``video`` and return up to ``max_frames`` uniformly sampled frames. The returned list length is the item's a | STRING |
| HIGH | packages/sie_server/src/sie_server/core/deps.py | 16 | Convert a model name (org/model format) to folder name (org__model format). The folder naming convention uses '__' | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 732 | Check if a model can be loaded (exists in registry). This method performs config discovery synchronously: | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 762 | Get the config for a model. Args: name: Model name. Returns: The model's confi | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 798 | Get a loaded model's adapter. Args: name: Model name. Returns: The model's ada | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 831 | Load a model onto a device. If loading fails due to OOM, attempts to evict LRU model and retry once. A | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 940 | Load a model onto a device (async, concurrency-safe). This method: - Serializes all load/unload operati | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 1097 | Start loading a model in the background (non-blocking). This method triggers model loading in a background task | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 1735 | Get information about a model. Args: name: Model name. Returns: Dictionary wit | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 1764 | Get the worker for a loaded model. Args: name: Model name. Returns: The model' | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 1783 | Start the worker for a loaded model. If already running, this is a no-op. Uses the load/unload lock so | STRING |
| HIGH | packages/sie_server/src/sie_server/core/registry.py | 2224 | Ensure a LoRA adapter is loaded, triggering load if needed. This method is concurrency-safe - multiple requests | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 117 | Load all model configs from a directory (local or cloud). Args: models_dir: Path to the models directory (l | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 348 | Load a single model config from a YAML file. Args: config_path: Path to the model config YAML file. Re | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 374 | Resolve the adapter path for a model config. Gets the adapter_path from the resolved default profile. Args: | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 414 | Load and instantiate a model adapter. Args: config: The model config. model_dir: Directory containi | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 535 | Import a built-in adapter class. Args: module_path: Module path (e.g., "sie_server.adapters.bge_m3"). | STRING |
| HIGH | packages/sie_server/src/sie_server/core/loader.py | 572 | Import a custom adapter class from a file. Args: file_path: Path to the Python file containing the adapter. | STRING |
| HIGH | …ages/sie_server/src/sie_server/core/runtime_options.py | 63 | Resolve the selected profile and overlay request options on its runtime defaults. The ``"profile"`` key in ``reques | STRING |
| HIGH | …ie_server/src/sie_server/core/preprocessor_registry.py | 190 | Prepare items for batching. Dispatches to appropriate preprocessor based on item content. Runs in threa | STRING |
| HIGH | …/sie_server/src/sie_server/core/worker/model_worker.py | 367 | Submit prepared items for inference. Items are batched with other requests for efficient GPU utilization. | STRING |
| HIGH | …/sie_server/src/sie_server/core/worker/model_worker.py | 419 | Submit items for extraction (NER, RE, etc.). Items are batched with other extract requests for efficient GPU ut | STRING |
| HIGH | …/sie_server/src/sie_server/core/worker/model_worker.py | 471 | Submit items for scoring (reranking) against a query. Items are batched with other score requests for efficient | STRING |
| HIGH | packages/sie_server/src/sie_server/health/saturation.py | 58 | Feed the gate a fresh observation and return the latched state. Args: in_flight: Current number of | STRING |
| HIGH | …/sie_server/src/sie_server/adapters/peft_lora_mixin.py | 179 | Load a LoRA adapter using PEFT. On first call, wraps the base model with PeftModel. On subsequent calls | STRING |
| HIGH | …ages/sie_server/src/sie_server/adapters/_flash_base.py | 19 | Import an adapter class from a 'module:ClassName' string. Uses the same resolution logic as ``loader._import_builti | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 242 | Encode items into embeddings, returning standardized batched output. This is the canonical method for encoding. | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 280 | Score items against a query using a reranker. Args: query: Query item. items: List of i | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 305 | Score (query, doc) pairs in a batch. This is the batched version of score() used by the worker for cros | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 336 | Extract structured data from items. Args: items: List of items to extract from. labels: | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/base.py | 508 | Load a LoRA adapter. This is called by the LoRA manager to load a new adapter. The adapter should be re | STRING |
| HIGH | packages/sie_server/src/sie_server/adapters/_utils.py | 174 | Run a per-query ``score()`` callable over parallel (query, doc) pairs. Groups pairs by ``(query.text, query.id, ins | STRING |
| HIGH | …er/src/sie_server/adapters/st_sparse_vision/adapter.py | 168 | Run inference returning standardized batched output. Args: items: List of items to encode. Each ite | STRING |
| HIGH | …c/sie_server/adapters/sentence_transformer/__init__.py | 113 | Run inference returning standardized batched output. Args: items: List of items to encode. | STRING |
| HIGH | …c/sie_server/adapters/sentence_transformer/__init__.py | 270 | Run inference returning standardized batched output. Args: items: List of items to encode. | STRING |
| HIGH | …server/src/sie_server/adapters/bge_m3_flag/__init__.py | 172 | Run inference returning standardized batched output. Args: items: List of items to encode. | STRING |
| HIGH | …src/sie_server/adapters/nli_classification/__init__.py | 119 | Extract text from an item. Args: item: Input item with text field. Returns: Te | STRING |
| HIGH | …src/sie_server/adapters/nli_classification/__init__.py | 145 | Classify texts with zero-shot labels. Args: items: List of items to classify (must have text). | STRING |
| HIGH | …ie_server/src/sie_server/adapters/gliclass/__init__.py | 242 | Classify texts with zero-shot labels. Returns scores for *every* requested label (sorted by score descending). | STRING |
| HIGH | …/sie_server/src/sie_server/adapters/gliner/__init__.py | 143 | Extract entities from items. Args: items: List of items to extract from (must have text). | STRING |
| HIGH | …sie_server/src/sie_server/adapters/sglang/embedding.py | 375 | Run inference returning standardized batched output. Args: items: List of items to encode. | STRING |
| HIGH | …rver/src/sie_server/adapters/cross_encoder/__init__.py | 146 | Score items against a query using the cross-encoder. Args: query: Query item (must have text). | STRING |
| HIGH | …rver/src/sie_server/adapters/cross_encoder/__init__.py | 194 | Score (query, doc) pairs in a batch. Batched version of score() for cross-request batching. Args: | STRING |
| HIGH | …e_server/src/sie_server/adapters/gliner_bi/__init__.py | 163 | Extract entities from items using bi-encoder with optional label caching. When ``precompute_labels`` is enabled | STRING |
| HIGH | …/sie_server/src/sie_server/adapters/glirel/__init__.py | 126 | Extract relations from items. Args: items: List of items to extract from. Each item must have: | STRING |
| 30 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …xonomy_classification/data/download_shopify_dataset.py | 49 | except Exception: | CODE |
| LOW | examples/vision-doc-rag/python/search.py | 199 | except Exception as exc: | CODE |
| LOW | examples/vision-doc-rag/python/search.py | 223 | except Exception as exc: | CODE |
| LOW | examples/vision-doc-rag/data/fetch_pdfs.py | 133 | except Exception as exc: | CODE |
| LOW | examples/vision-doc-rag/data/render_pages.py | 71 | except Exception as exc: | CODE |
| LOW | examples/regulatory-rag/rag_pipeline.py | 135 | except Exception: | CODE |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 130 | def health(self) -> bool: | CODE |
| LOW | …server-plugin/adapters/stablebridge_pruner/__init__.py | 291 | except Exception as e: | CODE |
| LOW | examples/agent-action-monitor/agent-demo/load_driver.py | 41 | except Exception: # noqa: BLE001 | CODE |
| LOW | …amples/agent-action-monitor/agent-demo/run_scenario.py | 37 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 148 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 162 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 198 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 241 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 302 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …ples/agent-action-monitor/src/dusk/trace/n8n_client.py | 102 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …amples/agent-action-monitor/src/dusk/actions/ingest.py | 61 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …les/contract-review-agent/contract_review_agent/cli.py | 197 | except Exception as exc: # noqa: BLE001 - warm-up is best effort. | CODE |
| LOW | …les/contract-review-agent/contract_review_agent/cli.py | 249 | except Exception as exc: | CODE |
| LOW | …les/contract-review-agent/contract_review_agent/cli.py | 263 | except Exception: # noqa: BLE001 - preserve unstructured model output. | CODE |
| LOW | …tract-review-agent/contract_review_agent/guardrails.py | 53 | except Exception as exc: # noqa: BLE001 - configured fail-open boundary. | CODE |
| LOW | examples/wine-recommender/app.py | 441 | except Exception: | CODE |
| LOW | examples/wine-recommender/app.py | 520 | except Exception as exc: | CODE |
| MEDIUM | examples/wine-recommender/app.py | 438 | def lifespan(_app): | CODE |
| LOW | …les/wine-recommender/wine_picture_detection/service.py | 55 | except Exception as exc: | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 74 | except Exception as exc: | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 120 | except Exception as exc: | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 261 | except Exception: | CODE |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 156 | except Exception as exc: | CODE |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 257 | except Exception as exc: | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 83 | except Exception as exc: | CODE |
| LOW | …-hugging-face-mteb-semantic-search/backend/app/main.py | 37 | except Exception as exc: | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/models.py | 76 | except Exception as exc: | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/models.py | 266 | except Exception as exc: | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/models.py | 316 | except Exception as exc: | CODE |
| LOW | …teb-semantic-search/backend/app/api/routes/generate.py | 53 | except Exception as exc: | CODE |
| LOW | …teb-semantic-search/backend/app/api/routes/generate.py | 234 | except Exception as exc: | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/search.py | 62 | except Exception as exc: | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/search.py | 114 | except Exception as exc: | CODE |
| LOW | …ce-mteb-semantic-search/backend/app/services/chroma.py | 83 | except Exception: | CODE |
| LOW | …ce-mteb-semantic-search/backend/app/services/chroma.py | 196 | except Exception as exc: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 189 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 244 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 279 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 349 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 384 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 532 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 555 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/autoresearch.py | 590 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/benchmark_ablation.py | 289 | except Exception as e: | CODE |
| LOW | examples/retrieval-ablation/benchmark_ablation.py | 462 | except Exception as e: | CODE |
| LOW | examples/github-actions/push-model-configs.yml | 121 | except Exception as e: | CODE |
| LOW | packages/sie_server/tests/conftest.py | 352 | except Exception as e: # noqa: BLE001 — Docker API errors are varied | CODE |
| LOW | packages/sie_server/tests/conftest.py | 426 | except Exception as e: # noqa: BLE001 — Docker build errors are varied | CODE |
| LOW | packages/sie_server/tests/conftest.py | 527 | except Exception as e: # noqa: BLE001 — Docker cleanup must not raise | CODE |
| LOW | packages/sie_server/tests/conftest.py | 607 | except Exception as e: # noqa: BLE001 | CODE |
| LOW⚡ | packages/sie_server/tests/conftest.py | 674 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | packages/sie_server/tests/conftest.py | 743 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | packages/sie_server/tests/conftest.py | 812 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …sie_server/tests/adapters/test_splade_packed_parity.py | 74 | except Exception as exc: # noqa: BLE001 — model not staged in this env → skip | CODE |
| 188 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …tegrations/sie_langchain/src/sie_langchain/__init__.py | 36 | __all__ = ["SIEEmbeddings", "SIEExtractor", "SIEReranker", "SIESparseEncoder"] | CODE |
| LOW | integrations/sie_weaviate/src/sie_weaviate/__init__.py | 68 | __all__ = [ | CODE |
| LOW | integrations/sie_chroma/src/sie_chroma/__init__.py | 42 | __all__ = [ | CODE |
| LOW | integrations/sie_crewai/src/sie_crewai/__init__.py | 44 | __all__ = [ | CODE |
| LOW | integrations/sie_haystack/src/sie_haystack/__init__.py | 62 | __all__ = [ | CODE |
| LOW | …tack_integrations/components/embedders/sie/__init__.py | 17 | __all__ = [ | CODE |
| LOW | …ystack_integrations/components/rankers/sie/__init__.py | 5 | __all__ = ["SIERanker"] | CODE |
| LOW | …ack_integrations/components/extractors/sie/__init__.py | 5 | __all__ = [ | CODE |
| LOW | integrations/sie_dspy/src/sie_dspy/__init__.py | 54 | __all__ = [ | CODE |
| LOW | integrations/sie_lancedb/src/sie_lancedb/__init__.py | 64 | __all__ = [ | CODE |
| LOW | …grations/sie_llamaindex/src/sie_llamaindex/__init__.py | 35 | __all__ = [ | CODE |
| LOW | integrations/sie_qdrant/src/sie_qdrant/__init__.py | 90 | __all__ = [ | CODE |
| LOW | …server-plugin/adapters/stablebridge_pruner/__init__.py | 43 | logger = logging.getLogger(__name__) | CODE |
| LOW | examples/agent-action-monitor/src/dusk/config.py | 287 | def set_config(config: Config) -> None: | CODE |
| LOW | examples/agent-action-monitor/src/dusk/__init__.py | 10 | __all__ = ["__version__"] | CODE |
| LOW | examples/agent-action-monitor/src/dusk/api.py | 24 | logger = logging.getLogger(__name__) | CODE |
| LOW | examples/agent-action-monitor/src/dusk/trace/vector.py | 17 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ples/agent-action-monitor/src/dusk/trace/n8n_client.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ples/agent-action-monitor/src/dusk/actions/__init__.py | 19 | __all__ = [ | CODE |
| LOW | …t-action-monitor/src/dusk/actions/adapters/__init__.py | 5 | __all__ = ["AdapterError", "SourceAdapter"] | CODE |
| LOW | …gging-face-mteb-semantic-search/backend/cli_reindex.py | 25 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 36 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 40 | logger = logging.getLogger(__name__) | CODE |
| LOW | …-hugging-face-mteb-semantic-search/backend/app/main.py | 9 | logger = logging.getLogger(__name__) | CODE |
| LOW | …e-mteb-semantic-search/backend/app/prompts/__init__.py | 3 | __all__ = ["load_prompt", "list_prompts"] | CODE |
| LOW | …ng-face-mteb-semantic-search/backend/app/db/migrate.py | 22 | logger = logging.getLogger(__name__) | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/models.py | 22 | logger = logging.getLogger(__name__) | CODE |
| LOW | …teb-semantic-search/backend/app/api/routes/generate.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/search.py | 19 | logger = logging.getLogger(__name__) | CODE |
| LOW | …-mteb-semantic-search/backend/app/api/routes/chroma.py | 11 | logger = logging.getLogger(__name__) | CODE |
| LOW | …teb-semantic-search/backend/app/services/openrouter.py | 9 | logger = logging.getLogger(__name__) | CODE |
| LOW | …-face-mteb-semantic-search/backend/app/services/llm.py | 7 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ce-mteb-semantic-search/backend/app/services/chroma.py | 26 | logger = logging.getLogger(__name__) | CODE |
| LOW | …teb-semantic-search/backend/app/services/sie_chroma.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/tests/conftest.py | 27 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/tests/core/test_worker_preformed.py | 33 | def set_active_lora(self, lora: str | None) -> None: | CODE |
| LOW | …server/tests/adapters/test_stablebridge_integration.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ges/sie_server/tests/adapters/test_lora_integration.py | 25 | logger = logging.getLogger(__name__) | CODE |
| LOW | …es/sie_server/tests/adapters/test_qwen3_vl_reranker.py | 340 | def set_attn_implementation(self, attention: str) -> None: | CODE |
| LOW | packages/sie_server/src/sie_server/ipc_server.py | 63 | logger = logging.getLogger(__name__) | CODE |
| LOW | …kages/sie_server/src/sie_server/local_ingest_client.py | 25 | def _update_digest_field(hasher: Any, value: bytes) -> None: | CODE |
| LOW | packages/sie_server/src/sie_server/cli.py | 55 | logger = logging.getLogger(__name__) | CODE |
| LOW⚡ | packages/sie_server/src/sie_server/queue_executor.py | 58 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/adapter_call_loop.py | 103 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/_ipc_test_harness.py | 51 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/types/__init__.py | 23 | __all__ = [ | CODE |
| LOW | packages/sie_server/src/sie_server/core/video_frames.py | 58 | logger = logging.getLogger(__name__) | CODE |
| LOW | …kages/sie_server/src/sie_server/core/pool_isolation.py | 23 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/hf_env.py | 6 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/hf_env.py | 24 | def set_hf_default_timeouts() -> None: | CODE |
| LOW | packages/sie_server/src/sie_server/core/deps.py | 12 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/disk_cache.py | 23 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/memory.py | 22 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ckages/sie_server/src/sie_server/core/postprocessor.py | 29 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/gpu_health.py | 29 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 52 | logger = logging.getLogger(__name__) | CODE |
| LOW | …es/sie_server/src/sie_server/core/adaptive_batching.py | 9 | logger = logging.getLogger(__name__) | CODE |
| LOW⚡ | …es/sie_server/src/sie_server/core/adaptive_batching.py | 448 | def _update_starvation_tracker(self, batch_size: int | None, *, pinned_at_floor: bool) -> None: | CODE |
| LOW | packages/sie_server/src/sie_server/core/shutdown.py | 19 | logger = logging.getLogger(__name__) | CODE |
| LOW | packages/sie_server/src/sie_server/core/__init__.py | 6 | __all__ = [ | CODE |
| 140 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …nomy-classification/taxonomy_classification/metrics.py | 68 | CODE | |
| LOW | examples/regulatory-rag/rag_pipeline.py | 174 | CODE | |
| LOW | …server-plugin/adapters/stablebridge_pruner/__init__.py | 231 | CODE | |
| LOW | …server-plugin/adapters/stablebridge_pruner/__init__.py | 401 | CODE | |
| LOW | …amples/agent-action-monitor/tests/test_actions_gate.py | 518 | CODE | |
| LOW | …/agent-action-monitor/tests/test_sie_live_benchmark.py | 64 | CODE | |
| LOW | …ples/agent-action-monitor/src/dusk/actions/baseline.py | 47 | CODE | |
| LOW | …thorization-review-agent/prior_authorization/review.py | 448 | CODE | |
| LOW | examples/ecommerce-product-search/python/ingest.py | 31 | CODE | |
| LOW | examples/ecommerce-product-search/python/search.py | 32 | CODE | |
| LOW | examples/multimodal-search/tests/test_example.py | 21 | CODE | |
| LOW | …contract-review-agent/contract_review_agent/runtime.py | 129 | CODE | |
| LOW | …act-review-agent/contract_review_agent/native_model.py | 71 | CODE | |
| LOW | …act-review-agent/contract_review_agent/native_model.py | 359 | CODE | |
| LOW | …ew-agent/contract_review_agent/data/fetch_contracts.py | 72 | CODE | |
| LOW | examples/wine-recommender/app.py | 358 | CODE | |
| LOW | examples/wine-recommender/wine_flavor/service.py | 101 | CODE | |
| LOW | examples/wine-recommender/wine_flavor/db_creation.py | 236 | CODE | |
| LOW | …der/wine_flavor/transforms/vivino/vivino_clean_data.py | 2 | CODE | |
| LOW | …ples/wine-recommender/wine_flavor/engine/sie_rerank.py | 19 | CODE | |
| LOW | examples/rerank/tests/test_example.py | 20 | CODE | |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 108 | CODE | |
| LOW | …ging-face-mteb-semantic-search/backend/cli_download.py | 154 | CODE | |
| LOW | …-mteb-semantic-search/backend/app/api/routes/models.py | 302 | CODE | |
| LOW | …amples/retail-shelf-audit/retail_shelf_audit/verify.py | 54 | CODE | |
| LOW | examples/named-entity-extraction/tests/test_example.py | 25 | CODE | |
| LOW | examples/retrieval-ablation/autoresearch.py | 208 | CODE | |
| LOW | examples/retrieval-ablation/autoresearch.py | 311 | CODE | |
| LOW | examples/retrieval-ablation/autoresearch.py | 462 | CODE | |
| LOW | examples/retrieval-ablation/benchmark_ablation.py | 416 | CODE | |
| LOW | packages/sie_server/tests/conftest.py | 211 | CODE | |
| LOW | packages/sie_server/tests/test_parity_run_batch.py | 263 | CODE | |
| LOW | …sie_server/tests/config/test_model_prewarm_grammars.py | 32 | CODE | |
| LOW | …/sie_server/tests/integration/test_grammar_generate.py | 137 | CODE | |
| LOW | …ie_server/tests/observability/test_worker_telemetry.py | 419 | CODE | |
| LOW | …ages/sie_server/tests/adapters/test_runtime_options.py | 20 | CODE | |
| LOW | packages/sie_server/tests/fake_stack/conftest.py | 29 | CODE | |
| LOW | …ckages/sie_server/tests/fake_stack/test_lost_result.py | 65 | CODE | |
| LOW | packages/sie_server/src/sie_server/ipc_server.py | 471 | CODE | |
| LOW | …kages/sie_server/src/sie_server/local_ingest_client.py | 117 | CODE | |
| LOW | packages/sie_server/src/sie_server/cli.py | 287 | CODE | |
| LOW | packages/sie_server/src/sie_server/queue_executor.py | 972 | CODE | |
| LOW | packages/sie_server/src/sie_server/queue_executor.py | 1294 | CODE | |
| LOW | packages/sie_server/src/sie_server/queue_executor.py | 1385 | CODE | |
| LOW | …kages/sie_server/src/sie_server/bundle_requirements.py | 17 | CODE | |
| LOW | packages/sie_server/src/sie_server/adapter_call_loop.py | 219 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/video_frames.py | 314 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 1281 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 2004 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 2122 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/loader.py | 188 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/model_loader.py | 545 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/model_loader.py | 703 | CODE | |
| LOW | …ages/sie_server/src/sie_server/core/runtime_options.py | 114 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/hot_reload.py | 508 | CODE | |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 827 | CODE | |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 924 | CODE | |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 1065 | CODE | |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 1332 | CODE | |
| LOW | …/sie_server/src/sie_server/core/worker/oom_recovery.py | 127 | CODE | |
| 95 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | packages/sie_server/tests/adapters/test_owlv2.py | 64 | tensor.detach.return_value.cpu.return_value.tolist.assert_called_once_with() | CODE |
| CRITICAL⚡ | …kages/sie_server/tests/adapters/test_grounding_dino.py | 317 | boxes.detach.return_value.cpu.return_value.tolist.assert_called_once_with() | CODE |
| CRITICAL⚡ | …kages/sie_server/tests/adapters/test_grounding_dino.py | 320 | scores.detach.return_value.cpu.return_value.tolist.assert_called_once_with() | CODE |
| CRITICAL | packages/sie_gateway/assets/redoc.standalone.js | 41 | `;class Aa extends n.PureComponent{render(){return n.createElement("div",{style:{textAlign:"center"}},n.createElement(_a | CODE |
| CRITICAL | packages/sie_sdk/tests/test_storage_copy.py | 8 | from azure.core.exceptions import HttpResponseError | CODE |
| CRITICAL | packages/sie_sdk/src/sie_sdk/storage.py | 1142 | from azure.core.exceptions import ResourceNotFoundError | CODE |
| CRITICAL | packages/sie_sdk/src/sie_sdk/storage.py | 1158 | from azure.core.exceptions import ResourceExistsError, ResourceModifiedError, ResourceNotFoundError | CODE |
| CRITICAL | packages/sie_sdk/src/sie_sdk/storage.py | 1210 | from azure.core.exceptions import HttpResponseError | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …loy/helm/sie-cluster/files/dashboards/perf-tuning.json | 366 | "content": "## GPU device counters (DCGM)\nL4 TDP = **72 W**, stock max proc clock = **2040 MHz**. Sustained pow | CODE |
| MEDIUM | integrations/sie_dspy/README.md | 90 | ### RAG Pipeline with Reranking | COMMENT |
| MEDIUM | integrations/sie_dspy/tests/test_integration.py | 119 | # Embed training examples for KNN-based few-shot | COMMENT |
| MEDIUM | integrations/sie_llamaindex/tests/test_integration.py | 88 | # 1. Configure SIE as embedding model | COMMENT |
| MEDIUM | integrations/sie_llamaindex/tests/test_integration.py | 125 | # 1. Configure SIE as embedding model | COMMENT |
| MEDIUM | …grations/sie_llamaindex/src/sie_llamaindex/__init__.py | 9 | >>> # Set SIE as the embedding model | STRING |
| MEDIUM | …ations/sie_llamaindex/src/sie_llamaindex/embeddings.py | 32 | >>> # Set as default embedding model | STRING |
| MEDIUM | examples/vision-doc-rag/README.md | 1 | # Vision-first document RAG | COMMENT |
| MEDIUM | examples/regulatory-rag/README.md | 1 | # Private fine-tuned compliance RAG | COMMENT |
| MEDIUM | examples/regulatory-rag/README.md | 106 | ├── rag_pipeline.py # 3-stage RAG pipeline (stdlib only) | CODE |
| MEDIUM | examples/regulatory-rag/rag_pipeline.py | 193 | # ── RAG Pipeline ─────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | examples/agent-action-monitor/src/dusk/trace/vector.py | 19 | #: Default zero-shot labels for pulling privileged terms out of an action. | COMMENT |
| MEDIUM | …mples/agent-action-monitor/src/dusk/actions/analyse.py | 36 | #: Extra contribution when SIE's zero-shot extractor (GLiNER) surfaces a | COMMENT |
| MEDIUM | …mples/agent-action-monitor/src/dusk/actions/analyse.py | 40 | #: Below this confidence, a zero-shot extraction is treated as noise, not evidence. | COMMENT |
| MEDIUM | examples/ecommerce-product-search/config.yaml | 15 | # Extraction labels (zero-shot, no training needed) | COMMENT |
| MEDIUM | examples/contract-review-agent/config.yaml | 28 | entities: "urchade/gliner_multi-v2.1" # zero-shot entity extraction (parties, dates, amounts) | CODE |
| MEDIUM | examples/retrieval-ablation/README.md | 1 | # Find the best retrieval strategy for your RAG | COMMENT |
| MEDIUM | examples/document-ocr/README.md | 53 | # NER: zero-shot, returns typed entities | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/test_metering_units.py | 648 | # 77 / SigLIP 64 context window) rather than over-billing. | COMMENT |
| MEDIUM | packages/sie_server/tests/processors/test_streaming.py | 824 | # Tiny context window so a 5-token prompt + 64-token cap overflows. | COMMENT |
| MEDIUM | …es/sie_server/models/Qwen__Qwen3-4B-Instruct-2507.yaml | 128 | # capacity also grows: with 2-4× the KV budget the context window can be | COMMENT |
| MEDIUM | …es/sie_server/models/Qwen__Qwen3-4B-Instruct-2507.yaml | 129 | # widened proportionally so longer-context workloads (RAG with large | COMMENT |
| MEDIUM | packages/sie_server/models/sie-fake.yaml | 48 | # per-worker admission ceiling exercised by orchestration tests. | COMMENT |
| MEDIUM | …/sie_server/src/sie_server/core/worker/model_worker.py | 141 | # Initialize operation handlers (dependency injection point) | COMMENT |
| MEDIUM | …es/sie_server/src/sie_server/adapters/clip/__init__.py | 395 | # truncation at the model context window (CLIP 77), special tokens | COMMENT |
| MEDIUM | …ages/sie_server/src/sie_server/processors/streaming.py | 1684 | # the context window unaccounted. | COMMENT |
| MEDIUM | …ages/sie_server/src/sie_server/processors/streaming.py | 3400 | # guard fires before SGLang overflows its context window. | COMMENT |
| MEDIUM | packages/sie_mcp/src/sie_mcp/config.py | 34 | # CLIP is the zero-shot default: it is contrastively trained for cosine ranking, | COMMENT |
| MEDIUM | packages/sie_mcp/src/sie_mcp/config.py | 40 | # General-purpose zero-shot label set; callers may override per request. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | integrations/sie_crewai/tests/test_tools.py | 114 | # Create a fresh mock that returns empty | COMMENT |
| MEDIUM⚡ | integrations/sie_dspy/tests/test_modules.py | 148 | # Create a fresh mock that returns empty | COMMENT |
| MEDIUM | integrations/sie_lancedb/tests/test_rerankers.py | 158 | # Create a table with pre-computed vectors | COMMENT |
| MEDIUM⚡ | integrations/sie_lancedb/tests/test_extractors.py | 118 | # Create a real LanceDB table | COMMENT |
| MEDIUM | …es/sie_server/tests/core/test_preprocessor_registry.py | 235 | # Create a simple mock tokenizer that returns predictable output | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/core/test_disk_cache.py | 285 | # Create a model | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/core/test_disk_cache.py | 288 | # Create a dataset (different prefix) | COMMENT |
| MEDIUM | packages/sie_server/tests/core/test_disk_cache.py | 383 | # Create a model that will be evicted | COMMENT |
| MEDIUM | packages/sie_server/tests/adapters/test_bge_m3.py | 11 | # Create a random generator for tests | COMMENT |
| MEDIUM | packages/sie_server/tests/adapters/test_sglang.py | 14 | # Create a random generator for tests | COMMENT |
| MEDIUM | …sie_server/tests/adapters/test_sentence_transformer.py | 13 | # Create a random generator for tests | COMMENT |
| MEDIUM | …kages/sie_server/tests/adapters/test_grounding_dino.py | 235 | # Create a mock image | COMMENT |
| MEDIUM | …kages/sie_server/tests/adapters/test_grounding_dino.py | 371 | # Create a simple test image (100x100 red square) | COMMENT |
| MEDIUM | packages/sie_server/tests/adapters/test_clip.py | 17 | # Create a random generator for tests | COMMENT |
| MEDIUM | packages/sie_server/tests/adapters/test_colbert.py | 21 | # Create a random generator for tests | COMMENT |
| MEDIUM | …kages/sie_server/tests/api/test_extract_integration.py | 119 | # Create a batch (10 items — kept small for CI CPU runners) | COMMENT |
| MEDIUM | packages/sie_server/tests/api/test_score.py | 60 | # Create a real future | COMMENT |
| MEDIUM⚡ | packages/sie_server/tests/api/test_ws.py | 63 | # Create an empty registry directly | COMMENT |
| MEDIUM | packages/sie_server/tests/api/test_extract.py | 56 | # Create a mock entity if the label is mentioned in text | COMMENT |
| MEDIUM | packages/sie_server/tests/api/test_extract.py | 103 | # Create a real future | COMMENT |
| MEDIUM | packages/sie_sdk/tests/test_storage_write.py | 161 | # Create a minimal concrete subclass to test the base method | COMMENT |
| MEDIUM | packages/sie_sdk/tests/test_scoring.py | 6 | # Create a random generator for tests | COMMENT |
| MEDIUM | packages/sie_sdk/tests/test_cache.py | 441 | # Create a minimal model structure to satisfy is_model_cached check | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 363 | # Step 1: Wait for KEDA CRD to be registered via API discovery | COMMENT |
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 381 | # Step 2: Discover and apply every ordinary Helm-owned manifest | COMMENT |
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 444 | # Step 3: Prune hook-created objects removed by this revision | COMMENT |
| LOW⚡ | integrations/sie_crewai/tests/test_integration.py | 136 | # Step 1: Rerank research sources | COMMENT |
| LOW | integrations/sie_crewai/tests/test_integration.py | 158 | # Step 2: Extract key entities from top result | COMMENT |
| LOW⚡ | integrations/sie_dspy/tests/test_integration.py | 167 | # Step 1: Retrieve relevant papers | COMMENT |
| LOW | integrations/sie_dspy/tests/test_integration.py | 186 | # Step 2: Rerank for precision | COMMENT |
| LOW | integrations/sie_dspy/tests/test_integration.py | 199 | # Step 3: Extract key information | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 137 | # Step 1: Extract structured attributes | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 140 | # Step 2: Encode embeddings | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 144 | # Step 3: Build metadata (product info + extracted attributes) | COMMENT |
| LOW | examples/ecommerce-product-search/python/search.py | 39 | # Step 1: Encode query | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/search.py | 56 | # Step 2: Cosine similarity (dot product on normalized vectors) | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/search.py | 64 | # Step 3: Filter by extracted attributes (optional) | COMMENT |
| LOW | examples/ecommerce-product-search/python/search.py | 89 | # Step 4: Rerank with cross-encoder | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 113 | // Step 1: Encode query as single item with isQuery in options | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 123 | // Step 2: Vector similarity | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 129 | // Step 3: Attribute filters (optional) | COMMENT |
| LOW | …ples/ecommerce-product-search/typescript/src/search.ts | 152 | // Step 4: Rerank with cross-encoder score() | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 114 | # Step 2: Generate 6K detailed description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 120 | # Step 3: Generate 2K long description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 144 | # Step 5: Save to database | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 152 | # Step 6: Upsert Chroma embedding | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 205 | # Step 2: 6K detailed description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 211 | # Step 3: 2K long description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 253 | # Step 6: Chroma upsert (blocking I/O via thread) | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 100 | # Step 1: Render detailed prompt | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 132 | # Step 4: Generate 200-char short description | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 223 | # Step 4: 200-char short description | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 237 | # Step 5: DB save (blocking I/O via thread) | COMMENT |
| LOW | …ges/sie_mcp/examples/obsidian-contract-graph/README.md | 37 | ## Step 1: parse and link two documents | COMMENT |
| LOW | …ges/sie_mcp/examples/obsidian-contract-graph/README.md | 55 | ## Step 2: redact PII before the model sees it | COMMENT |
| LOW | …ges/sie_mcp/examples/obsidian-contract-graph/README.md | 65 | ## Step 3: synthesize from the small notes | COMMENT |
| LOW | …ges/sie_mcp/examples/obsidian-contract-graph/README.md | 78 | ## Step 4: explore the graph | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1601 | // Step 1: acquire local admission capacity, then block for the first | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1648 | // Step 2: coalesce. Compute the quantum once, relative to now. | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1703 | // Step 3: dispatch. Acquire a dispatch permit (bounded by | COMMENT |
| LOW | …ckages/sie_server_sidecar/src/observability/tracing.rs | 112 | // Step 1: always install the propagator. Even without an OTLP | COMMENT |
| LOW | packages/sie_gateway/src/observability/tracing.rs | 216 | // Step 1: always install the propagator. Even without an OTLP | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 363 | # Step 1: Wait for KEDA CRD to be registered via API discovery | COMMENT |
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 381 | # Step 2: Discover and apply every ordinary Helm-owned manifest | COMMENT |
| LOW | …ploy/helm/sie-cluster/templates/keda-scaledobject.yaml | 444 | # Step 3: Prune hook-created objects removed by this revision | COMMENT |
| LOW⚡ | integrations/sie_crewai/tests/test_integration.py | 136 | # Step 1: Rerank research sources | COMMENT |
| LOW | integrations/sie_crewai/tests/test_integration.py | 158 | # Step 2: Extract key entities from top result | COMMENT |
| LOW⚡ | integrations/sie_dspy/tests/test_integration.py | 167 | # Step 1: Retrieve relevant papers | COMMENT |
| LOW | integrations/sie_dspy/tests/test_integration.py | 186 | # Step 2: Rerank for precision | COMMENT |
| LOW | integrations/sie_dspy/tests/test_integration.py | 199 | # Step 3: Extract key information | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 137 | # Step 1: Extract structured attributes | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 140 | # Step 2: Encode embeddings | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/ingest.py | 144 | # Step 3: Build metadata (product info + extracted attributes) | COMMENT |
| LOW | examples/ecommerce-product-search/python/search.py | 39 | # Step 1: Encode query | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/search.py | 56 | # Step 2: Cosine similarity (dot product on normalized vectors) | COMMENT |
| LOW⚡ | examples/ecommerce-product-search/python/search.py | 64 | # Step 3: Filter by extracted attributes (optional) | COMMENT |
| LOW | examples/ecommerce-product-search/python/search.py | 89 | # Step 4: Rerank with cross-encoder | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 113 | // Step 1: Encode query as single item with isQuery in options | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 123 | // Step 2: Vector similarity | COMMENT |
| LOW⚡ | …ples/ecommerce-product-search/typescript/src/search.ts | 129 | // Step 3: Attribute filters (optional) | COMMENT |
| LOW | …ples/ecommerce-product-search/typescript/src/search.ts | 152 | // Step 4: Rerank with cross-encoder score() | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 114 | # Step 2: Generate 6K detailed description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 120 | # Step 3: Generate 2K long description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 144 | # Step 5: Save to database | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 152 | # Step 6: Upsert Chroma embedding | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 205 | # Step 2: 6K detailed description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 211 | # Step 3: 2K long description | COMMENT |
| LOW⚡ | …ging-face-mteb-semantic-search/backend/cli_generate.py | 253 | # Step 6: Chroma upsert (blocking I/O via thread) | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 100 | # Step 1: Render detailed prompt | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 132 | # Step 4: Generate 200-char short description | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 223 | # Step 4: 200-char short description | COMMENT |
| LOW | …ging-face-mteb-semantic-search/backend/cli_generate.py | 237 | # Step 5: DB save (blocking I/O via thread) | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1601 | // Step 1: acquire local admission capacity, then block for the first | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1648 | // Step 2: coalesce. Compute the quantum once, relative to now. | COMMENT |
| LOW | packages/sie_server_sidecar/src/lib.rs | 1703 | // Step 3: dispatch. Acquire a dispatch permit (bounded by | COMMENT |
| LOW | …ckages/sie_server_sidecar/src/observability/tracing.rs | 112 | // Step 1: always install the propagator. Even without an OTLP | COMMENT |
| LOW | packages/sie_gateway/src/observability/tracing.rs | 216 | // Step 1: always install the propagator. Even without an OTLP | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …grations/sie_langchain/src/sie_langchain/extractors.py | 67 | CODE | |
| LOW | …grations/sie_langchain/src/sie_langchain/embeddings.py | 42 | CODE | |
| LOW | …egrations/sie_langchain/src/sie_langchain/rerankers.py | 58 | CODE | |
| LOW | …tegrations/sie_weaviate/src/sie_weaviate/vectorizer.py | 155 | CODE | |
| LOW | integrations/sie_weaviate/src/sie_weaviate/enricher.py | 68 | CODE | |
| LOW | …ations/sie_llamaindex/src/sie_llamaindex/extractors.py | 16 | CODE | |
| LOW | …ations/sie_llamaindex/src/sie_llamaindex/embeddings.py | 64 | CODE | |
| LOW | …ations/sie_llamaindex/src/sie_llamaindex/embeddings.py | 258 | CODE | |
| LOW | integrations/sie_qdrant/src/sie_qdrant/vectorizer.py | 152 | CODE | |
| LOW | …server-plugin/adapters/stablebridge_pruner/__init__.py | 117 | CODE | |
| LOW | …ples/wine-recommender/wine_flavor/engine/sie_rerank.py | 94 | CODE | |
| LOW | …s/wine-recommender/wine_flavor/engine/custom_rerank.py | 200 | CODE | |
| LOW | packages/sie_server/tests/core/test_loader.py | 29 | CODE | |
| LOW | packages/sie_server/tests/config/test_config.py | 164 | CODE | |
| LOW | packages/sie_server/tests/api/test_generate.py | 67 | CODE | |
| LOW | packages/sie_server/tests/api/test_generate.py | 121 | CODE | |
| LOW | …ckages/sie_server/tests/api/test_openai_completions.py | 35 | CODE | |
| LOW | packages/sie_server/tests/api/test_openai_responses.py | 36 | CODE | |
| LOW | packages/sie_server/src/sie_server/cli.py | 287 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 171 | CODE | |
| LOW | packages/sie_server/src/sie_server/core/model_loader.py | 127 | CODE | |
| LOW | …sie_server/src/sie_server/adapters/_generation_base.py | 483 | CODE | |
| LOW | …c/sie_server/adapters/colbert_rotary_flash/__init__.py | 57 | CODE | |
| LOW | …ie_server/src/sie_server/adapters/colqwen3/__init__.py | 54 | CODE | |
| LOW | …r/src/sie_server/adapters/modernbert_flash/__init__.py | 52 | CODE | |
| LOW | …c/sie_server/adapters/sglang_vision_extract/adapter.py | 52 | CODE | |
| LOW | …src/sie_server/adapters/qwen3_vl_embedding/__init__.py | 115 | CODE | |
| LOW | …/sie_server/src/sie_server/adapters/docling/adapter.py | 125 | CODE | |
| LOW | …sie_server/src/sie_server/adapters/colbert/__init__.py | 101 | CODE | |
| LOW | …s/sie_server/src/sie_server/adapters/siglip/adapter.py | 140 | CODE | |
| LOW | …e_server/adapters/qwen2_flash_cross_encoder/adapter.py | 92 | CODE | |
| LOW | …rc/sie_server/adapters/stablebridge_pruner/__init__.py | 65 | CODE | |
| LOW | …ie_server/src/sie_server/adapters/sglang/generation.py | 236 | CODE | |
| LOW | …ie_server/src/sie_server/adapters/sglang/generation.py | 965 | CODE | |
| LOW | …sie_server/src/sie_server/adapters/sglang/embedding.py | 112 | CODE | |
| LOW | …server/src/sie_server/adapters/nomic_flash/__init__.py | 472 | CODE | |
| LOW | …/src/sie_server/adapters/pytorch_embedding/__init__.py | 84 | CODE | |
| LOW | …ges/sie_server/src/sie_server/adapters/fake/adapter.py | 290 | CODE | |
| LOW | …ges/sie_server/src/sie_server/adapters/fake/adapter.py | 400 | CODE | |
| LOW | …e_server/src/sie_server/adapters/gliner_bi/__init__.py | 45 | CODE | |
| LOW | …ie_server/adapters/colbert_modernbert_flash/adapter.py | 100 | CODE | |
| LOW | …server/src/sie_server/adapters/qwen2_flash/__init__.py | 45 | CODE | |
| LOW | …s/sie_server/src/sie_server/adapters/mlx/generation.py | 115 | CODE | |
| LOW | …s/sie_server/src/sie_server/adapters/mlx/generation.py | 344 | CODE | |
| LOW | …_server/src/sie_server/adapters/rope_flash/__init__.py | 44 | CODE | |
| LOW | …ages/sie_server/src/sie_server/processors/streaming.py | 3881 | CODE | |
| LOW | …ages/sie_server/src/sie_server/processors/streaming.py | 1896 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/jobs.py | 250 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/queue_types.py | 219 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/queue_types.py | 281 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 395 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1051 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1068 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1084 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2141 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2393 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2519 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2655 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2743 | CODE | |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2934 | CODE | |
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| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | examples/agent-action-monitor/pyproject.toml | 35 | "requests>=2.31", # agent-demo/harness.py's HTTP calls to the gate and mock-prod | CODE |
| MEDIUM | …nt-action-monitor/tests/test_actions_offense_memory.py | 153 | # -- not the delay itself -- is what makes this robust under CI | COMMENT |
| MEDIUM | examples/agent-action-monitor/src/dusk/api.py | 223 | # 8000 everywhere -- Dockerfile, compose.yml, harness.py's default | COMMENT |
| MEDIUM | …surance-claims-agent/verified-run/policy-evidence.json | 24 | "text": "- c. Under the minimum NFIP criteria at 44 CFR 60.3(b)(4), States and communities must require the e | CODE |
| MEDIUM | …urance-claims-agent/verified-run/raw/policy-parse.json | 9 | "markdown": "National Flood Insurance Program\n\n## Dwelling Form\n\nStandard Flood Insurance Policy\n\nF-122 / Octo | CODE |
| MEDIUM | …urance-claims-agent/verified-run/raw/policy-parse.json | 9 | "markdown": "National Flood Insurance Program\n\n## Dwelling Form\n\nStandard Flood Insurance Policy\n\nF-122 / Octo | CODE |
| MEDIUM | packages/sie_server/tests/adapters/test_florence2.py | 157 | # Pixel-space COCO [x, y, w, h] (NOT normalized) so the detection harness | COMMENT |
| MEDIUM | packages/sie_server/models/Qwen__Qwen3-0.6B.yaml | 18 | # 0.46 GB). The validation/co-residency harness, which packs two SGLang | COMMENT |
| MEDIUM | packages/sie_server/models/Qwen__Qwen3-0.6B.yaml | 43 | # harness still caps context explicitly when it has to share a card. | COMMENT |
| MEDIUM | packages/sie_server/models/Qwen__Qwen3-0.6B.yaml | 53 | # (the validation harness co-residents worker + baseline). If the | COMMENT |
| MEDIUM | …e_server/src/sie_server/adapters/florence2/__init__.py | 605 | # Emit COCO [x, y, w, h] in pixels so the detection harness scores them | COMMENT |
| LOW | …ages/sie_server/src/sie_server/processors/streaming.py | 1837 | # cancels during load/compile/admission are honoured); just pass it | COMMENT |
| MEDIUM | packages/sie_config/src/sie_config/config_api.py | 54 | # second loop (test harness, subinterpreter, etc.) touches it. | COMMENT |
| MEDIUM⚡ | packages/sie_gateway/assets/redoc.standalone.js | 2 | !function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t(require("null")):"function"==typeof de | CODE |
| MEDIUM⚡ | packages/sie_gateway/assets/redoc.standalone.js | 2 | !function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t(require("null")):"function"==typeof de | CODE |
| MEDIUM⚡ | packages/sie_gateway/assets/redoc.standalone.js | 2 | !function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t(require("null")):"function"==typeof de | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | deploy/helm/sie-cluster/values.yaml | 673 | # Set 0 to disable; the binary clamps non-zero values below 10s. | COMMENT |
| LOW | packages/sie_server/tests/api/test_encode_validation.py | 211 | # Set SIE_MACHINE_PROFILE to l4-spot (K8s scenario) | COMMENT |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 975 | # Check if model is being unloaded - caller should retry | COMMENT |
| LOW | packages/sie_server/src/sie_server/core/registry.py | 2267 | # Check if already loaded | COMMENT |
| LOW | packages/sie_server/src/sie_server/core/inference.py | 103 | # Check if flash-attn package is available | COMMENT |
| LOW | packages/sie_server/src/sie_server/core/watcher.py | 252 | # Check if this is a relevant file (using fnmatch for glob patterns) | COMMENT |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 873 | # Check if we should stop | COMMENT |
| LOW | …/sie_server/src/sie_server/core/worker/model_worker.py | 1347 | # Check if we have all results for this request | COMMENT |
| LOW | …/sie_server/src/sie_server/adapters/peft_lora_mixin.py | 200 | # Check if already loaded | COMMENT |
| LOW | …c/sie_server/adapters/colbert_rotary_flash/__init__.py | 240 | # Check if this token exists as a single token in vocab | COMMENT |
| LOW | …/sie_server/src/sie_server/adapters/gliner/__init__.py | 327 | # Check if adjacent (touching or 1 char gap) and same label | COMMENT |
| LOW | …sie_server/src/sie_server/adapters/colbert/__init__.py | 419 | # Check if there's a projection in the model's named modules | COMMENT |
| LOW | …sie_server/src/sie_server/adapters/colpali/__init__.py | 319 | # Check if we have preprocessed items with pixel_values | COMMENT |
| LOW | …sie_server/src/sie_server/adapters/colpali/__init__.py | 479 | # Check if this is a PreparedItem with an ImagePayload | COMMENT |
| LOW | …s/sie_server/src/sie_server/adapters/sglang/_server.py | 235 | # Check if process died. | COMMENT |
| LOW | packages/sie_server/src/sie_server/api/encode.py | 270 | # Check if LoRA is specified and ensure it's loaded | COMMENT |
| LOW | packages/sie_server/src/sie_server/api/openai_compat.py | 151 | # Check if it's a token array (list[int]) or list of token arrays (list[list[int]]) | COMMENT |
| LOW | packages/sie_server/src/sie_server/api/openai_compat.py | 341 | # Check if model exists first (needed for token decoding) | COMMENT |
| LOW | packages/sie_server/src/sie_server/api/openai_compat.py | 355 | # Check if model is being unloaded | COMMENT |
| LOW | packages/sie_mcp/docs/examples/mcp_smoke.py | 86 | # Read the file synchronously here, outside the async client (avoids blocking | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/cache.py | 234 | # Check if model exists in cluster cache. | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/cache.py | 353 | # Check if this might be a gated model accessed without auth | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1366 | # Check if we've exceeded the provision timeout | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1753 | # Check if this is a gateway (has 'type': 'gateway') or worker | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 2070 | # Check if we've exceeded the provision timeout | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 3193 | # Check if we've exceeded the provision timeout | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/sync.py | 1731 | >>> # Check if L4 GPUs are available | STRING |
| LOW | packages/sie_sdk/src/sie_sdk/client/async_.py | 1370 | # Check if we've exceeded the provision timeout | COMMENT |
| LOW | packages/sie_sdk/src/sie_sdk/client/async_.py | 1632 | # Check if this is a gateway (has 'type': 'gateway') or worker | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH⚡ | …es/sie_server/tests/adapters/test_sglang_generation.py | 1401 | """H4: ``n>1 && stream`` with ``logprobs=True``: each per-candidate | STRING |
| HIGH | …es/sie_server/tests/adapters/test_sglang_generation.py | 668 | """`n>1 && stream`: SGLang's per-index streaming events are demuxed into | STRING |
| HIGH | …kages/sie_server/tests/adapters/test_mlx_generation.py | 177 | 'data: {"object": "text_completion", "choices": [{"index": 0, "finish_reason": null, "text": "Hello"}]}', | CODE |
| HIGH | …kages/sie_server/tests/adapters/test_mlx_generation.py | 179 | 'data: {"object": "text_completion", "choices": [{"index": 0, "finish_reason": null, "text": " world"}]}', | CODE |
| HIGH | packages/sie_server/src/sie_server/config/engine.py | 35 | ``null`` for auto-calibration. When null, the controller measures | STRING |
| HIGH | …e_server/src/sie_server/processors/tool_call_parser.py | 406 | # OpenAI non-streaming shape: message.content=null, | COMMENT |
| HIGH | packages/sie_mcp/src/sie_mcp/structured.py | 217 | # Defensive against a malformed response shape (e.g. ``choices: [null]`` or a | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | integrations/sie_ts_llamaindex/tests/extractors.test.ts | 54 | { text: "Acme Corp", label: "organization", score: 0.95, start: 20, end: 29 }, | CODE |
| LOW | integrations/sie_ts_langchain/tests/extractors.test.ts | 57 | { text: "Acme Corp", label: "organization", score: 0.95, start: 20, end: 29 }, | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 122 | <p className="placeholder">Loading README from HuggingFace…</p> | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 124 | {error && !loading && <p className="placeholder">{error}</p>} | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 633 | <span className="placeholder">Not generated yet</span> | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 642 | <span className="placeholder">Not generated yet</span> | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 844 | <span className="placeholder">Not generated yet</span> | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 853 | <span className="placeholder">Not generated yet</span> | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 1164 | {selected.short_description || <span className="placeholder">Not generated yet</span>} | CODE |
| LOW | …hugging-face-mteb-semantic-search/frontend/src/App.tsx | 1171 | {selected.long_description || <span className="placeholder">Not generated yet</span>} | CODE |
| LOW⚡ | …ages/sie_server/tests/adapters/test_runtime_options.py | 1137 | long_text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. " * 54 | CODE |
| LOW⚡ | …ages/sie_server/tests/adapters/test_runtime_options.py | 1137 | long_text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. " * 54 | CODE |
| LOW⚡ | …ages/sie_server/tests/adapters/test_runtime_options.py | 1124 | Regression for sie-test#89: 54x repeated ``Lorem ipsum dolor sit amet, | STRING |
| LOW⚡ | …ages/sie_server/tests/adapters/test_runtime_options.py | 1124 | Regression for sie-test#89: 54x repeated ``Lorem ipsum dolor sit amet, | STRING |
| LOW | …ckages/sie_server/scripts/generate_tokenize_fixture.py | 74 | " ".join(["lorem ipsum"] * 300), | CODE |
| LOW | packages/sie_ts_sdk/tests/types.test.ts | 313 | { text: "Acme Corp", label: "organization", score: 0.88, start: 20, end: 29 }, | CODE |
| LOW | packages/sie_ts_sdk/tests/client.test.ts | 1601 | { text: "Acme Corp", label: "organization", score: 0.88, start: 20, end: 29 }, | CODE |
| LOW | packages/sie_gateway/assets/redoc.standalone.js | 41 | `;class Aa extends n.PureComponent{render(){return n.createElement("div",{style:{textAlign:"center"}},n.createElement(_a | CODE |
| LOW | packages/sie_gateway/assets/redoc.standalone.js | 752 | `;var Md=Object.defineProperty,zd=Object.defineProperties,Fd=Object.getOwnPropertyDescriptors,Ud=Object.getOwnPropertySy | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | examples/ecommerce-product-search/README.md | 59 | export SIE_API_KEY="your-api-key" | CODE |
| HIGH | examples/ecommerce-product-search/python/README.md | 38 | export SIE_API_KEY="your-api-key" | CODE |
| HIGH | examples/ecommerce-product-search/typescript/README.md | 40 | export SIE_API_KEY="your-api-key" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …act-review-agent/contract_review_agent/native_model.py | 510 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …gin/models/sugiv__stablebridge-pruner-highlighter.yaml | 15 | # Usage: | COMMENT |