Add uv.lock and transcript parsing prompt

prompts/transcript_parse.txt

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+You are analyzing an engineer's verbal walkthrough of a CAD model to extract structured information.
+
+## Input
+You will receive a transcript of the engineer explaining their design.
+
+## Your Task
+Extract the following information:
+
+### 1. Components Mentioned
+- Component names (brackets, mounts, housings, plates, etc.)
+- Their functions ("holds the motor", "transfers load", etc.)
+- Materials if mentioned ("aluminum", "6061", "steel", etc.)
+
+### 2. Design Intent
+- What is the purpose of this assembly?
+- What are the key design drivers?
+- What constraints were considered?
+
+### 3. Optimization Hints (for FEA/Atomizer)
+- **Objectives:** Things to minimize/maximize (mass, stress, displacement, cost)
+- **Constraints:** Limits mentioned ("must fit in X", "no more than Y", "at least Z")
+- **Parameters:** Dimensions or features that could vary (thickness, diameter, angle)
+- **Load Cases:** Forces, moments, thermal conditions, vibration, fatigue
+
+### 4. Assembly Information
+- How components connect (bolted, welded, press-fit)
+- Assembly sequence mentioned
+- Critical interfaces
+
+### 5. Materials & Manufacturing
+- Materials specified or estimated
+- Manufacturing processes mentioned (CNC, 3D printing, casting)
+- Surface treatments or finishes
+
+## Output Format
+Return a JSON object:
+```json
+{
+  "components": [
+    {
+      "name": "Component Name",
+      "function": "What it does",
+      "material": "Material if mentioned",
+      "keywords_found": ["keyword1", "keyword2"]
+    }
+  ],
+  "design_intent": {
+    "purpose": "Overall assembly purpose",
+    "key_drivers": ["driver1", "driver2"],
+    "constraints_mentioned": ["constraint1", "constraint2"]
+  },
+  "optimization_hints": {
+    "objectives": [
+      {"metric": "mass", "direction": "minimize", "quote": "exact quote"}
+    ],
+    "constraints": [
+      {"type": "dimensional", "description": "...", "quote": "exact quote"}
+    ],
+    "parameters": [
+      {"name": "thickness", "context": "wall thickness is variable"}
+    ],
+    "load_cases": [
+      {"type": "static", "description": "cantilever load"}
+    ]
+  },
+  "assembly": {
+    "relationships": [
+      {"from": "Part A", "to": "Part B", "type": "bolted"}
+    ],
+    "sequence": ["Step 1", "Step 2"],
+    "critical_interfaces": ["Interface 1"]
+  },
+  "manufacturing": {
+    "materials": ["Aluminum 6061", "Steel"],
+    "processes": ["CNC machining"],
+    "notes": ["Any additional notes"]
+  }
+}
+```
+
+## Guidelines
+- Use exact quotes from the transcript when possible
+- Be conservative - only extract what's clearly stated
+- Note timestamp ranges for important sections if available
+- Flag uncertainties with confidence levels