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| # CDSS — Memory & Progress Tracker | |
| ## Current Status | |
| **Date:** August 30, 2026 | |
| **State:** Phases 1-3 implemented and reviewed. All bugs fixed. Starting Phase 4. | |
| ## Bug Fixes Applied (Aug 30) | |
| - [x] **Phase 1 Fix:** `evidenceScanner/requirements.txt` — fixed missing newline between `python-dateutil` and `fastapi`, removed duplicate `tenacity` entry. | |
| - [x] **Phase 3 Fix:** `orchestrator/requirements.txt` — removed unnecessary heavy ML deps (`torch`, `sentence-transformers`, `qdrant-client`, `transformers`). Orchestrator only makes HTTP calls. | |
| - [x] **Phase 3 Fix:** `orchestrator/tools.py` — changed `type[BaseModel]` to `Type[BaseModel]` for Python <3.12 compatibility. Increased httpx timeout to 90s. | |
| - [x] **Phase 3 Fix (CRITICAL):** `orchestrator/crew.py` — split the single evidence-gathering task (which asked LLM to call 2 tools and return 2 JSONs in 1 string) into 2 separate tasks (Task 2: RAG, Task 3: Scanner). Added a 5th CrewAI agent role (`web_scanner`). Each task now has unambiguous single-tool instructions. | |
| ## What Has Been Done | |
| - [x] **Research Phase:** Audited all 6 project folders (`clinicalTextClassifier`, `vectorDbIngestion`, `vectorRetrieval`, `evidenceScanner`, `dataFusion`, `clinicalReasoning`, `orchestrator`). | |
| - [x] **Schema Alignment:** Mapped exact Pydantic I/O models across all agents to identify integration gaps. | |
| - [x] **Agent 3 Discovery:** Confirmed the new `evidenceScanner` folder exists and contains valid logic, but lacks a FastAPI server. | |
| - [x] **Agent 4 Adapters:** Confirmed Agent 4 inherently supports raw JSON inputs from Agent 2/3 and can handle missing Knowledge Graph data gracefully. | |
| - [x] **Documentation:** Created `PRD.md`, `Architecture.md`, `Rules.md`, `Phases.md`, `Design.md`, `Risk_Analysis.md`, and this `Memory.md`. | |
| - [x] **User Decisions Locked:** | |
| - Keep CrewAI for Orchestration. | |
| - Drop Knowledge Graph (`kg_evidence=[]`). | |
| - Do not modify Agent 1's output schema (transform in Orchestrator). | |
| ## What Is Pending (Phases) | |
| - [x] **Phase 1: Evidence Scanner Server** | |
| - [x] Fixed `tenacity` retry bug in `web_scraper.py` | |
| - [x] Added `app.py` FastAPI wrapper for `evidenceScanner`. | |
| - [x] **Phase 2: Orchestrator Adapters** | |
| - [x] Create `orchestrator/adapters.py`. | |
| - [x] **Phase 3: Orchestrator Rewrite** | |
| - [x] Update `crew.py` to wire all 5 agents. | |
| - [x] Update `app.py` to handle the `while` loop (feedback loop) checking confidence ≥ 0.70. | |
| - [x] **Phase 4: Full System Test** | |
| - [x] Created `start_all.ps1` startup script. | |
| - [x] Syntax-verified all new/modified files. | |
| - [ ] Launch all ports (8000, 8002, 8003, 8004, 8005, 9000). | |
| - [ ] Test `POST /analyze`. | |
| ## Known Issues / Gotchas | |
| - `evidenceScanner` currently has a bug in its `web_scraper.py` retry logic where non-200 HTTP codes return `None` instead of raising exceptions, which bypasses `tenacity`. | |
| - Need to ensure `top_k=5` is dynamically passed through to `SearchRequest` during Agent 1 → Agent 2 transformation. | |