5b7700df83
Backend — live runner - New `POST /api/documents/:id/rag` endpoint. Loads `document_json` from SQLite, reconstructs the DoclingDocument, wraps the model id in `ModelIdentifier(ollama_name=...)`, and calls `agent._rag_loop` off-thread (blocking sync call). Returns a `RAGResult` in the shape the existing v1 import path already consumes, so the frontend overlay is fully reused. - `_rag_loop` is private upstream; we call it because `run()` wraps the answer in a synthetic DoclingDocument and drops the iteration trace. - Settings: `RAG_ENABLED`, `OLLAMA_HOST`, `RAG_MODEL_ID`. Router mounts unconditionally; handler 503s when the flag is off or deps aren't installed. `rag_available` surfaced in `/api/health`. - Maps known docling-agent bugs to readable HTTP errors: 502 with "the model couldn't produce a parseable answer" when `_rag_loop` raises `IndexError` from `find_json_dicts([])[0]` after 3 + 3 rejection-sampling retries (model-dependent). - Tests: 11 cases (flag off, query empty, no analysis, happy path, model_id wrap, Ollama env, IndexError → 502, other errors → 500, deps missing → 503). Backend — bug fix - Default `BATCH_PAGE_SIZE` flipped from `10` to `0` to match the dataclass default. The old default silently dropped `document_json` (see `domain/services.merge_results`) for any doc > 10 pages, which broke the reasoning tunnel. Set `BATCH_PAGE_SIZE>0` explicitly on memory-constrained deploys if batching is wanted. Frontend — runner UX - `features/reasoning/api.ts:runReasoning()` — POST wrapper. - `RunReasoningDialog.vue` — query textarea + optional model_id override. Blocks close while running, 20-40s loading state, synthesises a sidecar-shaped envelope so the panel surfaces query + model the same way an imported trace would. - `ReasoningWorkspace.vue` — primary "Run reasoning" button; "Import trace" relegated to ghost secondary. - Store: `runDialogOpen`, `running`, `setRunning`. Frontend — answer polish - Answer rendered through `marked` + DOMPurify (models emit markdown lists; `pre-wrap` rendered them as plain "1. …" strings). - Dedicated answer block with orange border, "ANSWER" label, "Copy" button (clipboard + "Copied ✓" feedback). - IterationCard: drop the duplicate `response` block (the main answer is authoritative); style reasons equal to `"fallback"` (docling-agent `select_from_failure` placeholder) as italic muted "— no structured rationale". Frontend — node details contents - Clicking a SectionHeader (or any node with compound children) lists its contained elements in `NodeDetailsPanel` under a new "Contents" block. Children come from the same `parentMap` used for Cytoscape compound parenting (explicit PARENT_OF + synthetic section scope), inverted once and cached as a computed. - Click a child row → pan the viewport to it + swap the selection. Housekeeping - `cytoscape-navigator` removed from `package-lock.json` (follow-up from the minimap removal in the previous commit).
15 lines
483 B
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15 lines
483 B
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docling-core[chunking]>=2.0.0,<3.0.0
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fastapi>=0.115.0,<1.0.0
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uvicorn[standard]>=0.32.0,<1.0.0
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python-multipart>=0.0.12
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pdf2image>=1.17.0,<2.0.0
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pillow>=10.0.0,<11.0.0
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aiosqlite>=0.20.0,<1.0.0
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httpx>=0.27.0,<1.0.0
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pypdfium2>=4.0.0,<5.0.0
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opensearch-py[async]>=2.6.0,<3.0.0
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neo4j>=5.15.0,<6.0.0
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# R&D reasoning-trace live runner — calls docling-agent's `_rag_loop` over
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# an Ollama backend. Gated server-side by `RAG_ENABLED`; pulls ~60MB of deps.
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docling-agent==0.1.0
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mellea==0.4.2
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