bd4b956e3c
klausur-service (11 files): - cv_gutter_repair, ocr_pipeline_regression, upload_api - ocr_pipeline_sessions, smart_spell, nru_worksheet_generator - ocr_pipeline_overlays, mail/aggregator, zeugnis_api - cv_syllable_detect, self_rag backend-lehrer (17 files): - classroom_engine/suggestions, generators/quiz_generator - worksheets_api, llm_gateway/comparison, state_engine_api - classroom/models (→ 4 submodules), services/file_processor - alerts_agent/api/wizard+digests+routes, content_generators/pdf - classroom/routes/sessions, llm_gateway/inference - classroom_engine/analytics, auth/keycloak_auth - alerts_agent/processing/rule_engine, ai_processor/print_versions agent-core (5 files): - brain/memory_store, brain/knowledge_graph, brain/context_manager - orchestrator/supervisor, sessions/session_manager admin-lehrer (5 components): - GridOverlay, StepGridReview, DevOpsPipelineSidebar - DataFlowDiagram, sbom/wizard/page website (2 files): - DependencyMap, lehrer/abitur-archiv Other: nibis_ingestion, grid_detection_service, export-doclayout-onnx Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
39 lines
1.0 KiB
Python
39 lines
1.0 KiB
Python
"""
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Self-RAG / Corrective RAG Module — barrel re-export.
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All implementation split into:
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self_rag_grading — document relevance grading, filtering, decisions
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self_rag_retrieval — query reformulation, retrieval loop, info
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IMPORTANT: Self-RAG is DISABLED by default for privacy reasons!
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When enabled, search queries and retrieved documents are sent to OpenAI API.
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Based on research:
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- Self-RAG (Asai et al., 2023)
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- Corrective RAG (Yan et al., 2024)
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"""
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# Grading: relevance, filtering, decisions, groundedness
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from self_rag_grading import ( # noqa: F401
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SELF_RAG_ENABLED,
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OPENAI_API_KEY,
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SELF_RAG_MODEL,
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RELEVANCE_THRESHOLD,
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GROUNDING_THRESHOLD,
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MAX_RETRIEVAL_ATTEMPTS,
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RetrievalDecision,
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SelfRAGError,
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grade_document_relevance,
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grade_documents_batch,
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filter_relevant_documents,
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decide_retrieval_strategy,
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grade_answer_groundedness,
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)
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# Retrieval: reformulation, loop, info
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from self_rag_retrieval import ( # noqa: F401
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reformulate_query,
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self_rag_retrieve,
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get_self_rag_info,
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)
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