File size: 2,358 Bytes
60fde3b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | # scripts/run_llm_cot.py
import argparse
import json
import os
import sys
from dotenv import load_dotenv
# 加载环境变量
load_dotenv()
sys.path.append(os.path.join(os.path.dirname(__file__), '..'))
from src.llm_generation.api_client import AIAPIClient # 注意类名变化
from src.llm_generation.generator import CoTGenerator
def load_jsonl(path):
data = []
with open(path, 'r') as f:
for line in f:
data.append(json.loads(line))
return data
def save_jsonl(data, path):
with open(path, 'w', encoding='utf-8') as f:
for item in data:
f.write(json.dumps(item, ensure_ascii=False) + '\n')
def main():
parser = argparse.ArgumentParser()
parser.add_argument("--input_file", type=str, required=True)
parser.add_argument("--output_file", type=str, required=True)
parser.add_argument("--image_root", type=str, required=True, help="Root directory for images (e.g., /path/to/project)")
parser.add_argument("--model", type=str, default="gpt-5")
# 允许命令行覆盖环境变量
parser.add_argument("--api_key", type=str, default=os.getenv("API_KEY"))
parser.add_argument("--base_url", type=str, default=os.getenv("BASE_URL"))
args = parser.parse_args()
# 检查 URL 格式
base_url = args.base_url
if base_url and not base_url.endswith("/chat/completions"):
# 简单的自动修正，假设是标准 OpenAI 格式
if not base_url.endswith("/v1"):
base_url = f"{base_url.rstrip('/')}/v1/chat/completions"
else:
base_url = f"{base_url.rstrip('/')}/chat/completions"
print(f"⚠️ Auto-corrected BASE_URL to: {base_url}")
print(f"Loading oracle data from {args.input_file}...")
oracle_data = load_jsonl(args.input_file)
# 初始化 Client
client = AIAPIClient(
api_key=args.api_key,
base_url=base_url,
api_type="openai"
)
# 初始化 Generator
generator = CoTGenerator(
client,
image_root=args.image_root,
model_name=args.model
)
print("Starting CoT generation...")
final_data = generator.process_batch(oracle_data)
print(f"Saving {len(final_data)} entries to {args.output_file}...")
save_jsonl(final_data, args.output_file)
print("Done!")
if __name__ == "__main__":
main()
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