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#!/bin/bash
# Run Iterative Agent on the K-Module Problem
#
# Usage: ./run_iterative.sh [iterations]
#
# Prerequisites:
# 1. Clone the agentic-code-optimization repo:
# git clone https://github.com/ratulm/agentic-code-optimization.git
#
# 2. Set environment variables:
# export MODEL_PROVIDER=gemini
# export GOOGLE_API_KEY=your_key
#
# OR for OpenRouter:
# export MODEL_PROVIDER=openai
# export OPENAI_API_KEY=your_openrouter_key
# export OPENAI_API_BASE=https://openrouter.ai/api/v1
set -e
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
ITERATIONS=${1:-50}
AGENT_REPO="${AGENT_REPO:-$HOME/agentic-code-optimization}"
echo "=============================================="
echo "Running Iterative Agent on K-Module Problem"
echo "=============================================="
echo "Iterations: $ITERATIONS"
echo "Agent repo: $AGENT_REPO"
echo ""
# Check if agent repo exists
if [ ! -d "$AGENT_REPO" ]; then
echo "Error: agentic-code-optimization repo not found at $AGENT_REPO"
echo ""
echo "Please clone it first:"
echo " git clone https://github.com/ratulm/agentic-code-optimization.git $AGENT_REPO"
echo ""
echo "Or set AGENT_REPO environment variable to the correct path"
exit 1
fi
# Check for API key
if [ -z "$GOOGLE_API_KEY" ] && [ -z "$OPENAI_API_KEY" ]; then
echo "Warning: No API key found"
echo "Set GOOGLE_API_KEY for Gemini or OPENAI_API_KEY for OpenRouter"
fi
# Create output directory
OUTPUT_DIR="$SCRIPT_DIR/iterative_output"
mkdir -p "$OUTPUT_DIR"
# Copy files to agent repo examples (required by the agent)
EXAMPLE_DIR="$AGENT_REPO/examples/k_module"
mkdir -p "$EXAMPLE_DIR"
cp "$SCRIPT_DIR/initial_program.py" "$EXAMPLE_DIR/"
cp "$SCRIPT_DIR/evaluator.py" "$EXAMPLE_DIR/"
echo "Running iterative agent..."
cd "$AGENT_REPO"
# Set model provider if not set
export MODEL_PROVIDER="${MODEL_PROVIDER:-gemini}"
# Run the agent
python code_optimization.py \
--initial-program "$EXAMPLE_DIR/initial_program.py" \
--evaluator "$EXAMPLE_DIR/evaluator.py" \
--iterations "$ITERATIONS"
# Copy results back
if [ -d "$AGENT_REPO/outputs" ]; then
cp -r "$AGENT_REPO/outputs"/* "$OUTPUT_DIR/" 2>/dev/null || true
fi
echo ""
echo "=============================================="
echo "Iterative agent run complete!"
echo "Results saved to: $OUTPUT_DIR"
echo "=============================================="
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