d1

.dockerignore

@@ -3,27 +3,16 @@ __pycache__
 *.pyo
 *.pyd
 .Python
-env/
+*.so
+*.egg
+*.egg-info
+dist
+build
+.env
+.venv
 venv/
-pip-log.txt
-pip-delete-this-directory.txt
-.tox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.log
+ENV/
 .git
 .gitignore
-.mypy_cache
-.pytest_cache
-.hypothesis
-*.egg-info/
-dist/
-build/
-*.egg
-data/*.html
-data/recognition_log.csv
-app.py
+*.md
+.DS_Store

DEPLOYMENT_FIX.md

@@ -0,0 +1,99 @@
+# Deployment Fix Summary
+
+## Problem
+Your Hugging Face Space deployment failed due to dependency resolution conflicts, specifically:
+- PyYAML 5.4.1 build failure
+- Incompatible version constraints between packages (uvicorn, httpx, supabase, etc.)
+- Missing build dependencies in Docker image
+
+## Changes Made
+
+### 1. Updated `requirements.txt`
+**Key Changes:**
+- ✅ Updated `uvicorn[standard]` from 0.27.0 to 0.27.1
+- ✅ Added explicit `torchvision==0.16.2` (compatible with torch 2.1.2)
+- ✅ Added `pyyaml>=6.0` to force newer version (avoids build errors)
+- ✅ Added `httpx>=0.24.0,<0.26.0` to constrain supabase dependency
+
+**Why:** The supabase package requires `httpx<0.26`, but newer versions of other packages were pulling in incompatible httpx versions, causing pip's dependency resolver to backtrack endlessly.
+
+### 2. Updated `Dockerfile`
+**Key Changes:**
+- ✅ Added `build-essential` package (provides gcc, make, etc.)
+- ✅ Upgraded pip, setuptools, and wheel before installing dependencies
+- ✅ Combined RUN commands for better layer caching
+
+**Why:** Some Python packages need C compilers to build. The newer pip also has better dependency resolution.
+
+### 3. Created `.dockerignore`
+**Purpose:** Excludes unnecessary files from Docker build context, making builds faster and smaller.
+
+## Next Steps
+
+### Deploy to Hugging Face Space
+
+1. **Commit and push your changes:**
+   ```bash
+   cd greenai
+   git add requirements.txt Dockerfile .dockerignore
+   git commit -m "Fix dependency conflicts and Docker build"
+   git push
+   ```
+
+2. **If not using Git, manually upload:**
+   - Go to your Space on Hugging Face
+   - Upload the updated files via the web interface
+
+3. **Set Environment Variables (if needed):**
+   - Go to your Space Settings → Variables and secrets
+   - Add:
+     - `OPENROUTER_API_KEY` (for VLM fallback)
+     - `PLANTNET_API_KEY` (for plant identification)
+     - `SUPABASE_URL` (if using Supabase)
+     - `SUPABASE_KEY` (if using Supabase)
+
+4. **Monitor the build:**
+   - Watch the build logs in your Space
+   - The build should now complete successfully
+
+## Alternative: Test Locally First
+
+Before deploying, you can test the Docker build locally:
+
+```bash
+cd greenai
+docker build -t greenai-test .
+docker run -p 7860:7860 greenai-test
+```
+
+Then visit http://localhost:7860 to test the API.
+
+## If Issues Persist
+
+If you still encounter problems, try this minimal requirements.txt:
+
+```
+fastapi==0.109.0
+uvicorn==0.27.1
+python-multipart==0.0.9
+pandas==2.1.4
+pillow==10.2.0
+torch==2.1.2
+torchvision==0.16.2
+open-clip-torch==2.24.0
+python-dotenv==1.0.1
+requests==2.31.0
+```
+
+And install supabase separately if needed, or use the supabase REST API directly via requests.
+
+## Expected Build Time
+- First build: 5-10 minutes (downloading PyTorch and dependencies)
+- Subsequent builds: 1-2 minutes (cached layers)
+
+## Verification
+Once deployed, test these endpoints:
+- `GET /` - API info
+- `GET /health` - Health check
+- `GET /docs` - Swagger documentation
+- `POST /recognize` - Upload test image

Dockerfile

@@ -2,16 +2,18 @@ FROM python:3.10-slim
 
 WORKDIR /app
 
-# Install system dependencies
+# Install system dependencies including build tools
 RUN apt-get update && apt-get install -y \
     git \
+    build-essential \
     && rm -rf /var/lib/apt/lists/*
 
 # Copy requirements first for better caching
 COPY requirements.txt .
 
-# Install Python dependencies
-RUN pip install --no-cache-dir -r requirements.txt
+# Upgrade pip and install Python dependencies
+RUN pip install --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir -r requirements.txt
 
 # Copy application files
 COPY api.py .

requirements.txt

@@ -1,10 +1,13 @@
 fastapi==0.109.0
-uvicorn[standard]==0.27.0
+uvicorn[standard]==0.27.1
 python-multipart==0.0.9
 pandas==2.1.4
 pillow==10.2.0
 torch==2.1.2
+torchvision==0.16.2
 open-clip-torch==2.24.0
 python-dotenv==1.0.1
 requests==2.31.0
 supabase==2.3.4
+pyyaml>=6.0
+httpx>=0.24.0,<0.26.0