simonkoson
71 lines
2.1 KiB
Python
71 lines
2.1 KiB
Python
"""
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探路脚本 — 调 MiniMax embo-01，打印原始返回 JSON
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确认向量字段位置和维度后再写正式 service。
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"""
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import httpx
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import json
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import os
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from pathlib import Path
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# 加载 .env
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from dotenv import load_dotenv
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_env_path = Path(__file__).parent.parent / ".env"
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load_dotenv(str(_env_path))
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api_key = os.environ.get("MINIMAX_EMBED_API_KEY", "")
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group_id = os.environ.get("MINIMAX_GROUP_ID", "")
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if not api_key or api_key == "your_api_key_here":
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print("[ERROR] MINIMAX_EMBED_API_KEY not configured, please edit backend/.env")
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exit(1)
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if not group_id or group_id == "your_group_id_here":
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print("[ERROR] MINIMAX_GROUP_ID not configured, please edit backend/.env")
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exit(1)
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print(f"API Key (first 4 chars): {api_key[:4]}...")
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print(f"GroupId: {group_id}")
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print()
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# 最小调用
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test_text = "这是一段测试文本，用于验证 embo-01 接口返回结构。"
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print(f"Sending request, test text: {test_text}")
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print("-" * 60)
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try:
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resp = httpx.post(
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"https://api.minimax.chat/v1/embeddings",
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headers={
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"Authorization": f"Bearer {api_key}",
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"GroupId": group_id,
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"Content-Type": "application/json",
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},
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json={"model": "embo-01", "texts": [test_text], "type": "db"},
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timeout=30.0,
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)
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print(f"HTTP status: {resp.status_code}")
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print()
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data = resp.json()
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print(json.dumps(data, indent=2, ensure_ascii=False))
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# 提取向量，验证维度
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print()
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print("-" * 60)
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vectors = data.get("vectors", [])
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if vectors and len(vectors) > 0:
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embedding = vectors[0]
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dim = len(embedding)
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print(f"[OK] Embedding field: vectors[0]")
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print(f"[OK] Embedding dimension: {dim}")
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if dim != 1536:
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print(f"[STOP] Dimension is NOT 1536! Got {dim} - stopping here")
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else:
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print(f"[OK] Dimension correct: 1536")
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print(f"[OK] API call successful, structure confirmed.")
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else:
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print("[WARNING] vectors not found in response")
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except Exception as e:
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print(f"[ERROR] Request failed: {e}")
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