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use_doc_unwarping=False, +# use_textline_orientation=False) +# # 对示例图像执行 OCR 推理 +# result = ocr.predict( +# input="test1.png") +# # 可视化结果并保存 json 结果 +# for res in result: +# res.print() +# res.save_to_img("output") +# res.save_to_json("output") + + + +from paddleocr import PPChatOCRv4Doc + +chat_bot_config = { + "module_name": "chat_bot", + "model_name": "ernie-3.5-8k", + "base_url": "https://qianfan.baidubce.com/v2", + "api_type": "openai", + "api_key": "bce-v3/ALTAK-5bKjjmEZxz7bnIjpWxxZT/723849a3548dc0d9f639b0ffaed5255a1ccf3f30", # your api_key +} + +retriever_config = { + "module_name": "retriever", + "model_name": "embedding-v1", + "base_url": "https://qianfan.baidubce.com/v2", + "api_type": "qianfan", + "api_key": "bce-v3/ALTAK-5bKjjmEZxz7bnIjpWxxZT/723849a3548dc0d9f639b0ffaed5255a1ccf3f30", # your api_key +} + +pipeline = PPChatOCRv4Doc( + use_doc_orientation_classify=False, + use_doc_unwarping=False +) + +visual_predict_res = pipeline.visual_predict( + input="https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/vehicle_certificate-1.png", + use_common_ocr=True, + use_seal_recognition=True, + use_table_recognition=True, +) + +mllm_predict_info = None +use_mllm = False +# 如果使用多模态大模型，需要启动本地 mllm 服务，可以参考文档：https://github.com/PaddlePaddle/PaddleX/blob/release/3.0/docs/pipeline_usage/tutorials/vlm_pipelines/doc_understanding.md 进行部署，并更新 mllm_chat_bot_config 配置。 +if use_mllm: + mllm_chat_bot_config = { + "module_name": "chat_bot", + "model_name": "PP-DocBee", + "base_url": "http://127.0.0.1:8080/", # your local mllm service url + "api_type": "openai", + "api_key": "api_key", # your api_key + } + + mllm_predict_res = pipeline.mllm_pred( + input="test1.png", + key_list=["Gross Weight"], + mllm_chat_bot_config=mllm_chat_bot_config, + ) + mllm_predict_info = mllm_predict_res["mllm_res"] + +visual_info_list = [] +for res in visual_predict_res: + visual_info_list.append(res["visual_info"]) + layout_parsing_result = res["layout_parsing_result"] + +vector_info = pipeline.build_vector( + visual_info_list, flag_save_bytes_vector=True, retriever_config=retriever_config +) +chat_result = pipeline.chat( + key_list=["Gross Weight"], + visual_info=visual_info_list, + vector_info=vector_info, + mllm_predict_info=mllm_predict_info, + chat_bot_config=chat_bot_config, + retriever_config=retriever_config, +) +print(chat_result) \ No newline at end of file diff --git a/code/paddle-ocr-demo/test1.png b/code/paddle-ocr-demo/test1.png new file mode 100644 index 00000000..d1bc34c4 Binary files /dev/null and b/code/paddle-ocr-demo/test1.png differ diff --git a/code/paddle-ocr-demo/time.jpg b/code/paddle-ocr-demo/time.jpg new file mode 100644 index 00000000..65e83af4 Binary files /dev/null and b/code/paddle-ocr-demo/time.jpg differ diff --git a/output/general_ocr_002_ocr_res_img.png b/output/general_ocr_002_ocr_res_img.png new file mode 100644 index 00000000..f3915b4d Binary files /dev/null and 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