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legco_ai_assistant/backend/app/test
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Woody df62283f58 feat: inject Pydantic JSON schema into Deepseek prompt (Phase 6) 
Follows Deepseek JSON Output guide: the prompt now includes the word 'json' and a format example derived from the Pydantic model schema. Added _pydantic_to_json_instruction() helper that builds a human-readable schema description with EXAMPLE JSON OUTPUT.

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
 		2026-05-04 15:17:24 +08:00
..
acceptance feat: add LLMClientDP for Deepseek decompose (Phase 6) 2026-05-04 14:58:53 +08:00
conftest.py feat(prompts): integrate filter_per_subq with PromptService, fix seed bugs, restructure UI 2026-04-27 11:14:27 +08:00
test_phase1_chunk_serving.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase1_chunking.py feat: Phase 1.2 ingestion pipeline with chunking and metadata 2026-04-22 16:49:52 +08:00
test_phase1_config.py feat: Phase 1.1 project setup with config, database, and models 2026-04-22 16:13:52 +08:00
test_phase1_database.py feat(history): Phase 3.5 — Query History backend (service, API, timing, XML capture) 2026-04-25 22:59:53 +08:00
test_phase1_documents_router.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase1_enhanced_metadata.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase1_ingest.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase1_ingest_page_aware.py feat(ingest): generate per-chunk PDFs for DOCX/TXT documents (Phase 5.3) 2026-04-28 17:32:22 +08:00
test_phase1_llm_client.py test(backend): update unit tests for LLM monitoring changes 2026-04-23 14:52:41 +08:00
test_phase1_metadata.py feat: Phase 1.2 ingestion pipeline with chunking and metadata 2026-04-22 16:49:52 +08:00
test_phase1_page_aware_chunking.py feat(backend): add page-aware chunking with adjacent-page overlap 2026-04-24 10:30:18 +08:00
test_phase1_parsers.py feat: Phase 1.2 ingestion pipeline with chunking and metadata 2026-04-22 16:49:52 +08:00
test_phase1_pdf_extractor.py feat(backend): add PDF page extractor and chunk PDF storage config 2026-04-24 10:52:57 +08:00
test_phase1_pdf_parser_pages.py feat(backend): add page-aware PDF parsing with per-page text extraction 2026-04-24 10:30:04 +08:00
test_phase1_query.py test: update integration mocks for dual-client architecture (Phase 6) 2026-05-04 14:59:23 +08:00
test_phase1_query_decomposer.py feat(history): Phase 3.5 — Query History backend (service, API, timing, XML capture) 2026-04-25 22:59:53 +08:00
test_phase1_rag_service.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase1_relevance_filter.py test(backend): extend existing tests for per-sub-q methods and templates 2026-04-26 23:29:27 +08:00
test_phase2_asr_client.py init: project setup with AGENTS.md, test structure, and plan directory 2026-04-22 15:22:29 +08:00
test_phase2_video_upload.py init: project setup with AGENTS.md, test structure, and plan directory 2026-04-22 15:22:29 +08:00
test_phase2_ws_asr.py init: project setup with AGENTS.md, test structure, and plan directory 2026-04-22 15:22:29 +08:00
test_phase3_history_router.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase3_history_service.py feat(db): update history schema and generate prompt template for Package 4 2026-04-26 23:28:28 +08:00
test_phase3_prompt_injection.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase3_prompt_service.py feat(prompts): integrate filter_per_subq with PromptService, fix seed bugs, restructure UI 2026-04-27 11:14:27 +08:00
test_phase3_prompts_router.py feat(prompts): integrate filter_per_subq with PromptService, fix seed bugs, restructure UI 2026-04-27 11:14:27 +08:00
test_phase3_query_history_integration.py test: update integration mocks for dual-client architecture (Phase 6) 2026-05-04 14:59:23 +08:00
test_phase3_sqlite_db.py feat(prompts): integrate filter_per_subq with PromptService, fix seed bugs, restructure UI 2026-04-27 11:14:27 +08:00
test_phase4_generate_per_subq.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase4_history_format.py test(backend): add Phase 4 unit tests for generate, format, history, prompts 2026-04-26 23:28:58 +08:00
test_phase4_integration_query_pipeline.py test: update integration mocks for dual-client architecture (Phase 6) 2026-05-04 14:59:23 +08:00
test_phase4_prompt_templates.py feat(prompts): integrate filter_per_subq with PromptService, fix seed bugs, restructure UI 2026-04-27 11:14:27 +08:00
test_phase4_query_router_filter.py test(backend): add Phase 4 unit tests for retrieval and filtering 2026-04-26 23:28:45 +08:00
test_phase4_query_router_retrieval.py test(backend): add Phase 4 unit tests for retrieval and filtering 2026-04-26 23:28:45 +08:00
test_phase4_relevance_filter_per_subq.py fix(relevance): tolerate LLM score count mismatches via padding instead of discarding 2026-04-27 14:31:18 +08:00
test_phase4_response_format.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase4_retrieve_per_subquestion.py refactor(test): rewrite tests to comply with integration-first rules 2026-04-27 11:46:58 +08:00
test_phase5_chunk_highlight_service.py feat: add LLM-based batch highlight service and HTML rendering (Phase 5.4.4) 2026-04-29 09:26:33 +08:00
test_phase5_decompose_logging.py feat: structured LLM output for decompose + citation fuzzy matching (Phase 5) 2026-04-28 15:39:17 +08:00
test_phase5_docx_pdf_generation.py feat(ingest): generate per-chunk PDFs for DOCX/TXT documents (Phase 5.3) 2026-04-28 17:32:22 +08:00
test_phase5_highlight_cache.py feat: add SQLite highlight cache service (Phase 5.4.3) 2026-04-29 09:26:20 +08:00
test_phase5_highlight_endpoints.py feat: add highlight batch and GET endpoints (Phase 5.4.5) 2026-04-29 09:26:50 +08:00
test_phase5_highlight_models.py feat: track highlight generation prompt, response, and timing in history (Phase 5.5) 2026-04-29 11:18:21 +08:00
test_phase5_llm_client_structured.py feat: structured LLM output for decompose + citation fuzzy matching (Phase 5) 2026-04-28 15:39:17 +08:00
test_phase5_query_decomposer_structured.py feat: structured LLM output for decompose + citation fuzzy matching (Phase 5) 2026-04-28 15:39:17 +08:00
test_phase5_sentence_splitter.py feat: add sentence splitter and highlight data models (Phase 5.4.1-5.4.2) 2026-04-29 09:26:06 +08:00
test_phase5_subquestions_model.py feat: structured LLM output for decompose + citation fuzzy matching (Phase 5) 2026-04-28 15:39:17 +08:00
test_phase6_llm_client_dp.py feat: inject Pydantic JSON schema into Deepseek prompt (Phase 6) 2026-05-04 15:17:24 +08:00
test_phaseX_export.py feat(prompts): add JSON export/import for profile prompt configurations 2026-04-27 19:44:35 +08:00
test_phaseX_import.py feat(prompts): add JSON export/import for profile prompt configurations 2026-04-27 19:44:35 +08:00