backup: 完成 HR_position_ 表格前綴重命名與欄位對照表整理

變更內容：
- 所有資料表加上 HR_position_ 前綴
- 整理完整欄位顯示名稱與 ID 對照表
- 模組化 JS 檔案 (admin.js, ai.js, csv.js 等)
- 專案結構優化 (docs/, scripts/, tests/ 等)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

tests/test_ollama_final.py

@@ -0,0 +1,110 @@
+"""
+Final Ollama API Integration Test
+Tests the integration with the Flask app
+"""
+import requests
+import json
+import sys
+
+# Set UTF-8 encoding for output
+if sys.platform == 'win32':
+    import codecs
+    sys.stdout = codecs.getwriter('utf-8')(sys.stdout.buffer, 'strict')
+
+print("=" * 60)
+print("Ollama API Integration Test (via Flask App)")
+print("=" * 60)
+print()
+
+# Test 1: Test Ollama connection status
+print("Test 1: Checking Ollama API configuration...")
+try:
+    response = requests.get("http://localhost:5000/api/llm/config", timeout=10)
+    if response.status_code == 200:
+        config = response.json()
+        ollama_config = config.get('ollama', {})
+        print(f"  Name: {ollama_config.get('name', 'N/A')}")
+        print(f"  Enabled: {ollama_config.get('enabled', False)}")
+        print(f"  Endpoint: {ollama_config.get('endpoint', 'N/A')}")
+        print("  Status: ✓ Configuration OK")
+    else:
+        print(f"  Status: ✗ Error {response.status_code}")
+except Exception as e:
+    print(f"  Status: ✗ Error: {str(e)}")
+
+print()
+
+# Test 2: Generate text using Ollama
+print("Test 2: Testing text generation with Ollama...")
+try:
+    payload = {
+        "api": "ollama",
+        "prompt": "請用中文回答：你好嗎？",
+        "max_tokens": 100
+    }
+
+    response = requests.post(
+        "http://localhost:5000/api/llm/generate",
+        json=payload,
+        headers={'Content-Type': 'application/json'},
+        timeout=60
+    )
+
+    print(f"  Status Code: {response.status_code}")
+
+    result = response.json()
+
+    if result.get('success'):
+        text = result.get('text', '')
+        print(f"  Status: ✓ Generation successful")
+        print(f"  Response length: {len(text)} characters")
+        print(f"  Response preview: {text[:100]}...")
+
+        # Save full response to file
+        with open('ollama_response.txt', 'w', encoding='utf-8') as f:
+            f.write(text)
+        print(f"  Full response saved to: ollama_response.txt")
+    else:
+        error = result.get('error', 'Unknown error')
+        print(f"  Status: ✗ Generation failed")
+        print(f"  Error: {error}")
+
+except Exception as e:
+    print(f"  Status: ✗ Error: {str(e)}")
+
+print()
+
+# Test 3: Test with English prompt
+print("Test 3: Testing with English prompt...")
+try:
+    payload = {
+        "api": "ollama",
+        "prompt": "Write a haiku about coding.",
+        "max_tokens": 100
+    }
+
+    response = requests.post(
+        "http://localhost:5000/api/llm/generate",
+        json=payload,
+        headers={'Content-Type': 'application/json'},
+        timeout=60
+    )
+
+    result = response.json()
+
+    if result.get('success'):
+        text = result.get('text', '')
+        print(f"  Status: ✓ Generation successful")
+        print(f"  Response:\n{text}")
+    else:
+        error = result.get('error', 'Unknown error')
+        print(f"  Status: ✗ Generation failed")
+        print(f"  Error: {error}")
+
+except Exception as e:
+    print(f"  Status: ✗ Error: {str(e)}")
+
+print()
+print("=" * 60)
+print("Integration test completed!")
+print("=" * 60)