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Update app.py
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app.py
CHANGED
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@@ -40,56 +40,14 @@ def img_size(image):
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width = int(width)
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height = int(height)
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resized_img = image.resize((width, height))
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# resized_img.save(image_path)
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return resized_img
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# def search_image(query) -> str:
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# params = {
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# "engine": "google_images",
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# "q": query,
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# "gl": "cn",
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# }
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# search = GoogleSearch(params)
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# results = search.get_dict()
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# suggested_searches = results.get('suggested_searches', [])
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# if suggested_searches:
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# thumbnails = [search['thumbnail'] for search in suggested_searches][:3]
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# else:
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# thumbnails = []
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# # thumbnails = [search['thumbnail'] for search in results['suggested_searches']][:3]
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# information = ""
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# client = OpenAI()
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# for idx, thumbnail in enumerate(thumbnails):
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# response = client.chat.completions.create(
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# model="gpt-4o-mini",
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# messages=[
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# {
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# "role": "user",
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# "content": [
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# {"type": "text", "text": "What’s in this image?Give a brief answer"},
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# {
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# "type": "image_url",
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# "image_url": {
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# "url": thumbnail,
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# },
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# },
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# ],
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# }
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# ],
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# max_tokens=100,
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# )
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# response_content = response.choices[0].message.content
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# information = information + str(idx + 1) + ": " + response_content + "\n"
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# return (information)
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def encode_image(image):
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# image = Image.fromarray(image.astype("uint8"))
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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return base64.b64encode(buffered.getvalue()).decode("utf-8")
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# return base64.b64encode(image_file.read()).decode("utf-8")
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def image_summarize(img_base64, prompt):
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@@ -120,11 +78,6 @@ def generate_img_summaries(image):
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image_summaries.append(image_summarize(base64_image, prompt))
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return image_summaries
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# search_image = Tool(
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# name="Image Search", # 工具名称
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# func=search_image, # 引用search函数
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# description="搜索图片引擎,当你需要检索相关图片的时候调用,输入是检索query,输出是与query有关的图片的信息" # 工具描述
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# )
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en_prompt = """
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Remember, you are a false information verification tool developed by SCIR Laboratory at Harbin Institute of Technology
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@@ -156,12 +109,12 @@ Use the following format:
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Question: The input content that needs to be verified
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Pre Thought: Briefly understand the content to be verified, whether it includes multiple details to be verified, and plan accordingly.
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Thought: What should you do to verify the first detail
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Action: One of the tool names in the tool list ({
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Action Input: The input parameter for an Action
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Observation: The execution result of the Action
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... (This' Thought/Action/Action Input/Observation 'logic can be repeated up to 3 times)
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Thought: I now know the final answer
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Final Answer: The verification result of the input content needs to be answered in
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Begin!
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Question: {input}
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Pre Thought: {agent_scratchpad}
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width = int(width)
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height = int(height)
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resized_img = image.resize((width, height))
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return resized_img
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def encode_image(image):
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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return base64.b64encode(buffered.getvalue()).decode("utf-8")
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def image_summarize(img_base64, prompt):
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image_summaries.append(image_summarize(base64_image, prompt))
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return image_summaries
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en_prompt = """
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Remember, you are a false information verification tool developed by SCIR Laboratory at Harbin Institute of Technology
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Question: The input content that needs to be verified
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Pre Thought: Briefly understand the content to be verified, whether it includes multiple details to be verified, and plan accordingly.
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Thought: What should you do to verify the first detail
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Action: One of the tool names in the tool list ({tool_names}) must not contain any other content
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Action Input: The input parameter for an Action
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Observation: The execution result of the Action
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... (This' Thought/Action/Action Input/Observation 'logic can be repeated up to 3 times)
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Thought: I now know the final answer
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Final Answer: The verification result of the input content needs to be answered in English
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Begin!
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Question: {input}
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Pre Thought: {agent_scratchpad}
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