Updated

Dockerfile

@@ -1,8 +1,8 @@
 # ==============================================================
-# Tech Disciples AI Backend — Dockerfile (Optimized)
+# Tech Disciples AI Backend — Dockerfile
 # ==============================================================
 
-# Use official Python 3.10 slim image
+# Use lightweight official Python image
 FROM python:3.10-slim
 
 # Set environment variables
@@ -10,49 +10,25 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1 \
     APP_HOME=/app
 
-# Set working directory
+# Set work directory
 WORKDIR $APP_HOME
 
-# -------------------------
 # System dependencies
-# -------------------------
-RUN apt-get update && apt-get install -y --no-install-recommends \
+RUN apt-get update && apt-get install -y \
     git \
-    curl \
-    build-essential \
     && rm -rf /var/lib/apt/lists/*
 
-# -------------------------
-# Upgrade pip & essential build tools
-# -------------------------
-RUN pip install --upgrade pip setuptools wheel
-
-# -------------------------
-# Install PyTorch (CPU-only)
-# -------------------------
-RUN pip install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-
-# -------------------------
-# Copy requirements file first (for caching)
-# -------------------------
+# Copy requirement file first (for caching)
 COPY requirements.txt .
 
-# -------------------------
 # Install Python dependencies
-# -------------------------
 RUN pip install --no-cache-dir -r requirements.txt
 
-# -------------------------
-# Copy app code
-# -------------------------
+# Copy application files
 COPY . .
 
-# -------------------------
-# Expose FastAPI port
-# -------------------------
+# Expose port for FastAPI
 EXPOSE 7860
 
-# -------------------------
 # Run the FastAPI app with Uvicorn
-# -------------------------
 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

requirements.txt

@@ -1,7 +1,10 @@
-fastapi>=0.101.0
-uvicorn[standard]>=0.23.0
-transformers>=4.40.0
-accelerate>=0.25.0
-langchain>=1.0.0
-huggingface-hub>=1.30.0
-pydantic>=1.10.10
+fastapi
+uvicorn[standard]
+torch
+transformers
+accelerate
+langchain
+langchain-community
+huggingface-hub
+pydantic
+langchain-core