add pg vector and embed

docker/postgres/init/01-init.sql

@@ -0,0 +1,32 @@
+-- =====================================================
+-- Claim Guard Database Initialization Script
+-- =====================================================
+
+-- Create database if it doesn't exist (handled by POSTGRES_DB env var)
+-- But we can create additional databases if needed
+
+-- Enable pgvector extension
+CREATE EXTENSION IF NOT EXISTS vector;
+
+-- Enable other useful extensions
+CREATE EXTENSION IF NOT EXISTS "uuid-ossp";
+CREATE EXTENSION IF NOT EXISTS "pg_trgm";
+CREATE EXTENSION IF NOT EXISTS "btree_gin";
+CREATE EXTENSION IF NOT EXISTS "btree_gist";
+
+-- Create application user if needed (optional)
+-- The main user is already created via POSTGRES_USER
+
+-- Set up database permissions
+GRANT ALL PRIVILEGES ON DATABASE claim_guard TO postgres;
+
+-- Create schema for application (optional, Prisma will use public by default)
+-- CREATE SCHEMA IF NOT EXISTS claim_guard;
+
+-- Log successful initialization
+DO $$
+BEGIN
+    RAISE NOTICE 'Claim Guard database initialized successfully';
+    RAISE NOTICE 'pgvector extension: %', (SELECT EXISTS(SELECT 1 FROM pg_extension WHERE extname = 'vector'));
+    RAISE NOTICE 'Database ready for Prisma migrations';
+END $$;

docker/scripts/reset-db.bat

@@ -0,0 +1,43 @@
+@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

@@ -0,0 +1,29 @@
+@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

@@ -0,0 +1,25 @@
+#!/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