add pg vector and embed

docker/scripts/reset-db.bat

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+@echo off
+REM =====================================================
+REM Reset PostgreSQL Database (Windows)
+REM =====================================================
+
+echo 🗑️ Resetting PostgreSQL database...
+
+REM Stop services
+docker-compose down
+
+REM Remove volumes (this will delete all data!)
+echo ⚠️  WARNING: This will delete ALL database data!
+set /p confirm=Are you sure? (y/N): 
+if /i not "%confirm%"=="y" (
+    echo ❌ Operation cancelled
+    exit /b 1
+)
+
+docker-compose down -v
+docker volume rm claim-guard-be_postgres_data 2>nul
+docker volume rm claim-guard-be_pgadmin_data 2>nul
+
+echo ✅ Database reset complete!
+echo 🐳 Starting fresh database...
+
+REM Start database again
+docker-compose up -d postgres
+
+echo ⏳ Waiting for PostgreSQL to be ready...
+
+REM Wait for PostgreSQL to be healthy
+:wait_loop
+docker-compose exec postgres pg_isready -U postgres -d claim_guard >nul 2>&1
+if %errorlevel% neq 0 (
+    echo ⏳ PostgreSQL is unavailable - sleeping
+    timeout /t 2 /nobreak >nul
+    goto wait_loop
+)
+
+echo ✅ Fresh database is ready!
+echo 📊 Run 'npx prisma migrate deploy' to setup schema
+
+pause

docker/scripts/start-db.bat

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+@echo off
+REM =====================================================
+REM Start PostgreSQL Database Only (Windows)
+REM =====================================================
+
+echo 🐳 Starting PostgreSQL with pgvector...
+
+REM Start only the database service
+docker-compose up -d postgres
+
+echo ⏳ Waiting for PostgreSQL to be ready...
+
+REM Wait for PostgreSQL to be healthy
+:wait_loop
+docker-compose exec postgres pg_isready -U postgres -d claim_guard >nul 2>&1
+if %errorlevel% neq 0 (
+    echo ⏳ PostgreSQL is unavailable - sleeping
+    timeout /t 2 /nobreak >nul
+    goto wait_loop
+)
+
+echo ✅ PostgreSQL is ready!
+echo 📊 Database URL: postgresql://postgres:postgres123@localhost:5432/claim_guard
+
+REM Show logs
+echo 📋 Database logs:
+docker-compose logs postgres
+
+pause

docker/scripts/start-db.sh

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+#!/bin/bash
+
+# =====================================================
+# Start PostgreSQL Database Only
+# =====================================================
+
+echo "🐳 Starting PostgreSQL with pgvector..."
+
+# Start only the database service
+docker-compose up -d postgres
+
+echo "⏳ Waiting for PostgreSQL to be ready..."
+
+# Wait for PostgreSQL to be healthy
+until docker-compose exec postgres pg_isready -U postgres -d claim_guard; do
+  echo "⏳ PostgreSQL is unavailable - sleeping"
+  sleep 2
+done
+
+echo "✅ PostgreSQL is ready!"
+echo "📊 Database URL: postgresql://postgres:postgres123@localhost:5432/claim_guard"
+
+# Show logs
+echo "📋 Database logs:"
+docker-compose logs postgres