#!/bin/bash

# Simple script to run the auto-memory indexer
sessions_dir="/home/wdjones/.openclaw/agents/main/sessions"
memory_hook="/home/wdjones/.openclaw/workspace/tools/auto-memory-hook.py"
temp_file="/tmp/memory_pairs.jsonl"

echo "Processing session files for memory indexing..." >&2

# Find larger session files and extract conversation pairs
find "$sessions_dir" -name "*.jsonl" -type f -size +50k | head -5 | while read file; do
    echo "Processing $(basename "$file")..." >&2
    python3 /home/wdjones/.openclaw/workspace/extract_assistant_turns.py
done > "$temp_file"

# Process each JSON line through the memory hook
turn_count=0
while IFS= read -r json_line && [ $turn_count -lt 10 ]; do
    if [ -n "$json_line" ]; then
        echo "$json_line" | python3 "$memory_hook" 2>/dev/null
        if [ $? -eq 0 ]; then
            turn_count=$((turn_count + 1))
            echo "Processed turn $turn_count" >&2
        fi
    fi
done < "$temp_file"

rm -f "$temp_file"
echo "Auto-memory indexer completed. Processed $turn_count turns." >&2