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Update model.py
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model.py
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import google.generativeai as genai
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import os
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os.environ["GOOGLE_API_KEY"]
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The
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response
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document
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response
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response
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<
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<
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response
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response
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import google.generativeai as genai
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import os
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os.environ["GOOGLE_API_KEY"] = os.getenv("GOOGLE_API_KEY")
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genai.configure(api_key=os.environ["GOOGLE_API_KEY"])
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class AllModels:
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def __init__(self):
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self.model = genai.GenerativeModel('gemini-1.5-flash-latest')
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def road_map_model(self,subjects):
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prompt = f"""Create an HTML format roadmap for learning {subjects} with proving week task . The roadmap should include the following sections:
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Introduction: Brief overview of the subject and its importance.
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Foundation: Fundamental concepts and theories to grasp before diving deeper.
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Intermediate Level: More advanced topics building upon the foundation.
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Advanced Level: Complex concepts, techniques, or applications within the subject.
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Resources: List of recommended books, online courses, tutorials, and websites for further learning using hyperlink tag.
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Projects: Hands-on projects or exercises to reinforce learning and apply knowledge.
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Conclusion: Summary of key takeaways and encouragement for further exploration.
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The HTML format should be visually appealing with appropriate headings, subheadings, bullet points, and hyperlinks where necessary. Ensure clarity and logical progression in the roadmap.
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NOTE: The roadmap should be provided in pure HTML format without any Markdown or other formatting styles and In the html format dont need style tags and title tags"""
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response = self.model.generate_content([prompt.format(subjects=subjects)])
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return response.text
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def summary_model(self,input_doc=None,image=None):
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if input_doc:
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prompt = """you are an intelligent assistant using the giving document summarize it shortly
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document:
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{document}
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"""
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response = self.model.generate_content([prompt.format(document=input_doc)])
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return response.text
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elif image:
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prompt = """you are an intelligent assistant using the giving image summarize it and its content."""
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response = self.model.generate_content([prompt,image])
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return response.text
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def book_creator(self,book_name):
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prompt = """"Generate a detailed and extensive book titled '{book_title}'.
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Please provide the content in HTML format with appropriate tags for headings, paragraphs,
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NOTE: The book should be provided in pure "HTML" format without any "Markdown" or other formatting styles and In the html format dont need style tags and title tags
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Ensure the HTML is well-structured and valid. Here is the beginning of the book in HTML:\n\n
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<html>\n<head>\n<title>'{book_title}'</title>\n</head>\n<body>\n"
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<h1>'{book_title}'</h1>\n"
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<div>\n"""
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response = self.model.generate_content([prompt.format(book_title=book_name)])
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return response.text
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def note_model(self,img):
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prompt = """You are an intelligent Notes creator.create a notes using given screenshot
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important note: if the screenshot not contain any text means you must say 'please upload a valid screenshot."""
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response = self.model.generate_content([prompt,img])
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return response.text
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