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import PIL.Image |
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import gradio as gr |
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import base64 |
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import time |
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import os |
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import google.generativeai as genai |
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import pathlib |
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txt_model = genai.GenerativeModel('gemini-pro') |
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vis_model = genai.GenerativeModel('gemini-pro-vision') |
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txt_prompt_1 = """The image contains the contents of a letter. I'd like to follow the request mentioned in the letter. Please provide 3 actionable items to assist me. When responding, use the following format: |
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# Sender and Subject # |
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1- Action 1 (no more than 20 words) |
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2- Action 2 (no more than 20 words) |
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3- Action 3 (no more than 20 words) |
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For example: |
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# From Richard regarding 'Shipping to Customer ABC' # |
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1- Pack Product A |
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2- Ship before 3:00 PM today |
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3- Notify Richard after shipment |
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""" |
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txt_display_1 = 'content of the letter: ' |
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import os |
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GOOGLE_API_KEY=os.getenv('GOOGLE_API_KEY') |
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genai.configure(api_key=GOOGLE_API_KEY) |
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sms_text ="..." |
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def image_to_base64(image_path): |
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with open(image_path, 'rb') as img: |
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encoded_string = base64.b64encode(img.read()) |
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return encoded_string.decode('utf-8') |
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def app1_query(img): |
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if not img: |
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return txt_prompt_1 |
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base64 = image_to_base64(img) |
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data_url = f"data:image/jpeg;base64,{base64}" |
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outputText = [(f"{txt_display_1} ![]({data_url})", None)] |
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return outputText |
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def app1_response(img): |
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if not img: |
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response = txt_model.generate_content(txt_prompt_1) |
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return response |
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else: |
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img = PIL.Image.open(img) |
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response = vis_model.generate_content([txt_prompt_1,img]) |
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return response.text |
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def app2_response(text): |
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resp = text + |
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``` |
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======= |
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from twilio.rest import Client |
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account_sid = 'ACc19799c83b997cdde06b0d6d2496aec3' |
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auth_token = 'XXXXX' |
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client = Client(account_sid, auth_token) |
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message = client.messages.create( |
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from_='+18447195622', |
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body='Bot messsage /TWil', |
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to='+18587331029' |
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) |
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print(message.sid) |
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``` |
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return resp |
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with gr.Blocks() as app1: |
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with gr.Column(): |
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image_box = gr.Image(type="filepath") |
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btn1 = gr.Button("Make a Plan") |
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out1 = gr.Textbox(label="here are the plans...") |
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btn2 = gr.Button("Send to My Mobile") |
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out2 = gr.Textbox(label="from SMS gateway...") |
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btn1.click(fn=app1_response, inputs=[image_box], outputs=out1) |
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btn2.click(fn=app2_response, inputs=out1, outputs=out2) |
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gr.Markdown(""" |
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# Make a Plan # |
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- screen capture (Win + shift + S) |
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- click **Make a Plan** to upload |
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- await LLM Bot (Gemini, in this case) response |
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- receive THREE actionable items |
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[demo](https://youtu.be/lJ4jIAEVRNY) |
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""") |
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app1.queue() |
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app1.launch() |