152 lines
7.9 KiB
Markdown
152 lines
7.9 KiB
Markdown
# **Part 1: Software Requirements Specification (SRS)**
|
||
|
||
## **1\. Project Identity**
|
||
|
||
* **Project Name:** Velocity Suite (Internal Code: *Project Mirage*)
|
||
* **Client Target:** Dubai Tier-1 Developers (Emaar, Damac, Sobha)
|
||
* **Mission:** Eliminate "Time-to-Sale" through radical visualization and 24/7 responsiveness.
|
||
|
||
## **2\. System Architecture**
|
||
|
||
We will operate a **Hybrid Cloud/Local** infrastructure. The "Dream Weaver" requires massive GPU power (Cloud), while "The Oracle" runs on a secure, persistent state server.
|
||
|
||
* **Frontend (The Sales Tablet):** Next.js (PWA) optimized for iPad Pro.
|
||
* **Orchestrator (The Oracle):** **OpenClaw** Instance running on a VPS (Hetzner/AWS) connecting WhatsApp to Knowledge Base.
|
||
* **Visual Engine (The Dream Weaver):** **ComfyUI** running in API Mode on a GPU Cluster (RunPod/Lambda Labs) with Flux \+ ControlNet.
|
||
* **Database:** Supabase (PostgreSQL) for user auth/logs; Pinecone for Vector Embeddings.
|
||
|
||
## **3\. Functional Requirements (FR)**
|
||
|
||
### **Module A: "The Dream Weaver" (Virtual Staging)**
|
||
|
||
* **FR-DW-01 (Live Capture):** The iPad app must capture an image and immediately upload it to the inference server.
|
||
* **FR-DW-02 (Style Injection):** Users must select a style preset (e.g., "Modern Islamic," "London Minimalist," "Neom Futurism") which maps to a specific LoRA/Prompt pair.
|
||
* **FR-DW-03 (Geometry Lock):** The system must use **ControlNet (Depth \+ Canny)** to ensure the walls and windows do not move. Only furniture and textures change.
|
||
* **FR-DW-04 (Inpainting):** The system must automatically mask "Empty Floor" and "Bare Walls" using Segment Anything Model (SAM) to prevent altering the view outside the window.
|
||
|
||
### **Module B: "The Oracle" (Sales Clone)**
|
||
|
||
* **FR-OR-01 (Ingestion):** OpenClaw must listen to incoming WhatsApp webhooks via the Business API.
|
||
* **FR-OR-02 (RAG Retrieval):** Upon receiving a query (e.g., "ROI on Unit 404"), the agent must query the Vector DB containing the specific project’s brochure, floor plan, and financial sheet.
|
||
* **FR-OR-03 (Lead Qualification):** The agent must classify the user: "Whale" (High Intent) vs. "Tire Kicker" (Low Intent) based on keyword analysis (e.g., asks about "Payment Plan" vs. "Golden Visa").
|
||
* **FR-OR-04 (Handoff):** If a "Whale" is detected, the system must trigger a PagerDuty/SMS alert to the human Sales Director.
|
||
|
||
### **Module C: "The Time Machine" (Construction Viewer)**
|
||
|
||
* **FR-TM-01 (Splat Streaming):** A web-based viewer (Three.js/Luma) that streams pre-processed 3D Gaussian Splats of the construction site.
|
||
* **FR-TM-02 (Time Slider):** A UI slider to toggle between "Current Status" (Drone Scan) and "Future Completion" (Render).
|
||
|
||
# ---
|
||
|
||
**Part 2: The 14-Day Sprint (Task List)**
|
||
|
||
**Team Structure:**
|
||
|
||
* **You (Tech Lead):** ComfyUI Workflows, AI Models.
|
||
* **Sayan (Full Stack):** Frontend, OpenClaw setup, API Glue.
|
||
* **Abantika (User Proxy):** Testing inputs, defining style presets.
|
||
|
||
### **Phase 1: The Foundation (Days 1-3)**
|
||
|
||
* **Day 1: Infrastructure Setup**
|
||
* \[ \] Deploy GPU Instance (RunPod \- 1x H100 for speed).
|
||
* \[ \] Install ComfyUI \+ Flux \+ ControlNet \+ SAM Nodes.
|
||
* \[ \] Deploy OpenClaw on a standard VPS.
|
||
* \[ \] Set up Supabase Project (Auth \+ DB).
|
||
* **Day 2: The "Dream Weaver" Workflow**
|
||
* \[ \] Build ComfyUI Workflow: Load Image \-\> ControlNet (Depth) \-\> Flux Inpaint \-\> Save Image.
|
||
* \[ \] Test "Empty Room" to "Furnished" pipeline manually.
|
||
* \[ \] Create 3 Presets: "Dubai Gold," "Minimalist," "Traditional."
|
||
* **Day 3: The "Oracle" Brain**
|
||
* \[ \] Scrape a sample brochure (e.g., Emaar PDF).
|
||
* \[ \] Chunk text and embed into Pinecone.
|
||
* \[ \] Configure OpenClaw "Skill" to query Pinecone.
|
||
|
||
### **Phase 2: The Core Build (Days 4-9)**
|
||
|
||
* **Day 4: Frontend \- Dream Weaver**
|
||
* \[ \] Next.js Camera Component (Access iPad Camera).
|
||
* \[ \] Preset Selector UI (Carousel of styles).
|
||
* \[ \] API Route /api/stage connecting Frontend to ComfyUI.
|
||
* **Day 5: Latency Optimization**
|
||
* \[ \] Tune ComfyUI: Switch to Flux-Schnell (Turbo) for \<4 second generation.
|
||
* \[ \] Implement "Optimistic Loading" (Show a blur hash while generating).
|
||
* **Day 6: The Oracle \- WhatsApp Integration**
|
||
* \[ \] Register Meta Developer App (WhatsApp Business API Test Number).
|
||
* \[ \] Connect OpenClaw Webhook to Meta.
|
||
* \[ \] Test basic conversation flow: "Hi" \-\> "Welcome to Verdant Spire."
|
||
* **Day 7: The Oracle \- Logic**
|
||
* \[ \] Implement "Intent Classifier" System Prompt in OpenClaw.
|
||
* \[ \] **Critical:** Add "Handoff" logic. If user asks "Can I meet?", trigger alert.
|
||
* **Day 8: The Time Machine (MVP)**
|
||
* \[ \] Take a sample drone video (or stock footage).
|
||
* \[ \] Process via Luma AI API to get a .splat file.
|
||
* \[ \] Embed Splat Viewer in the Next.js app.
|
||
* **Day 9: Integration**
|
||
* \[ \] Unified Dashboard: "The Velocity Suite" Landing Page.
|
||
* \[ \] Login Screen (Ahmed Archetype).
|
||
|
||
### **Phase 3: The Polish & "Wow" Factor (Days 10-14)**
|
||
|
||
* **Day 10: Style Calibration (Abantika)**
|
||
* \[ \] Test 50 room photos.
|
||
* \[ \] Adjust ControlNet weights (If walls are warping, increase strength).
|
||
* \[ \] Refine "Arabic Luxury" prompts.
|
||
* **Day 11: The "Report" Generation**
|
||
* \[ \] When Dream Weaver finishes, auto-generate a PDF with the new image \+ Price Quote.
|
||
* \[ \] Button: "Email to Client."
|
||
* **Day 12: Stress Testing**
|
||
* \[ \] Simulate 10 simultaneous users on the GPU.
|
||
* \[ \] Ensure WhatsApp bot handles rapid-fire questions.
|
||
* **Day 13: The Demo Deck**
|
||
* \[ \] Record a seamless video of: Taking a photo \-\> iPad Generates \-\> Client smiles.
|
||
* \[ \] Record a video of: "Oracle" negotiating at 3 AM.
|
||
* **Day 14: Launch Ready**
|
||
* \[ \] Deploy to Vercel (Frontend).
|
||
* \[ \] Final Security Check (Ensure API keys are not exposed).
|
||
|
||
# ---
|
||
|
||
**Part 3: Project Structure**
|
||
|
||
Plaintext
|
||
|
||
/velocity-suite-monorepo
|
||
├── /apps
|
||
│ ├── /web-dashboard \# Next.js (The iPad App)
|
||
│ │ ├── /components
|
||
│ │ │ ├── CameraCapture.tsx
|
||
│ │ │ ├── StyleSelector.tsx
|
||
│ │ │ └── SplatViewer.tsx
|
||
│ │ ├── /pages
|
||
│ │ │ ├── dream-weaver.tsx
|
||
│ │ │ └── oracle-logs.tsx
|
||
│ │ └── /utils
|
||
│ │ └── comfyClient.ts \# WebSocket handler for ComfyUI
|
||
│ │
|
||
│ └── /oracle-agent \# OpenClaw Instance
|
||
│ ├── /skills \# Custom Skills
|
||
│ │ ├── retrieval\_skill.py \# RAG Logic
|
||
│ │ └── crm\_update.py \# Pushes leads to Salesforce/Hubspot
|
||
│ ├── config.yaml \# OpenClaw Config
|
||
│ └── system\_prompt.md \# The "Sales Persona" definition
|
||
│
|
||
├── /infrastructure
|
||
│ ├── /comfy-workflows \# The JSON files
|
||
│ │ ├── flux\_staging\_turbo.json
|
||
│ │ └── upscale\_detailer.json
|
||
│ └── /docker \# Deployment containers
|
||
│
|
||
└── /data
|
||
├── /prompts \# The "Style" Library (Modern, Arabic, Zen)
|
||
└── /brochures \# Raw PDF text for the Oracle
|
||
|
||
# **Part 4: Technical Brief (The "Secret Sauce")**
|
||
|
||
To make this truly "Unfair," we implement **Latency Hiding**:
|
||
|
||
1. **Dream Weaver:** While the image is generating (4-6 seconds), the screen doesn't just spin. It displays "Analyzing Floorplan...", "Matching Textures...", "Importing Italian Marble...". This makes the wait feel like *work* being done.
|
||
2. **The Oracle:** Use **OpenClaw's "Thinking" mode**. Configure it to be "High" thinking for complex queries (like ROI) so it double-checks math, but "Low" for greetings to be instant.
|
||
3. **ComfyUI:** Use the IP-Adapter node. This allows you to take a photo of a specific *expensive couch* the developer wants to sell and "inject" it into the generated room. This turns the tool from "Pretty Pictures" to "Inventory Mover."
|
||
|