instruct mode added to pipiline

setup.sh

@@ -0,0 +1,46 @@
+#!/usr/bin/env bash
+set -e  # exit on error
+
+# Step 1: Download Miniconda installer
+echo ">>> Downloading Miniconda..."
+wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh
+
+# Step 2: Run the installer
+echo ">>> Installing Miniconda..."
+bash ~/miniconda.sh -b -p $HOME/miniconda
+
+# Step 3: Initialize conda for bash
+echo ">>> Initializing Conda..."
+eval "$($HOME/miniconda/bin/conda shell.bash hook)"
+
+# Step 4: Add conda to PATH permanently
+if ! grep -q "miniconda/bin" ~/.bashrc; then
+    echo "export PATH=\$HOME/miniconda/bin:\$PATH" >> ~/.bashrc
+fi
+source ~/.bashrc
+
+# Step 5: Verify installation
+echo ">>> Conda version:"
+conda --version
+
+# Step 6: Create environment
+echo ">>> Creating environment: llm-env (python=3.10)..."
+conda create -n llm-env python=3.10 -y
+
+# Step 7: Activate environment
+echo ">>> Activating environment..."
+conda activate llm-env
+
+# Step 8: Install dependencies
+echo ">>> Installing scikit-learn..."
+conda install scikit-learn -y
+
+if [ -f requirements.txt ]; then
+    echo ">>> Installing Python requirements..."
+    pip install -r requirements.txt
+else
+    echo ">>> No requirements.txt found, skipping pip install."
+fi
+
+echo ">>> Setup complete. To activate your environment run:"
+echo "conda activate llm-env"