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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 requests |
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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_URL =os.getenv('SMS_URL') |
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SMS_TOK =os.getenv('SMS_TOK') |
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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_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 send_SMS(resp_text): |
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url = SMS_URL |
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headers = { |
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"Authorization": SMS_TOK, |
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"Content-Type": "application/json" |
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} |
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data = { |
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"from": "12085686834", |
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"to": ["18587331029"], |
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"body": resp_text |
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} |
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response = requests.post(url, json=data, headers=headers) |
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return response.text |
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with gr.Blocks() as app1: |
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with gr.Column(): |
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gr.Markdown("```for email and/or instruction, paste screenshot here...```") |
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image_box = gr.Image(type="filepath") |
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btn1 = gr.Button("generate To-Dos") |
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out1 = gr.Textbox(label="here are the actionables...") |
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btn2 = gr.Button("Send to Mobile") |
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out2 = gr.Textbox(label="response from SMS gateway...") |
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btn1.click(fn=app1_response, inputs=[image_box], outputs=out1) |
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btn2.click(fn=send_SMS, 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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with gr.Blocks() as app2: |
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with gr.Column(): |
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gr.Markdown("```Stock-Out Shamer, paste ERP Inv screenshot here...```") |
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image_box = gr.Image(type="filepath") |
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btn1 = gr.Button("check ROQ") |
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out1 = gr.Textbox(label="here is the watch list...") |
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btn2 = gr.Button("send out reminders") |
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out2 = gr.Textbox(label="response or feed back?") |
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btn1.click(fn=app1_response, inputs=[image_box], outputs=out1) |
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btn2.click(fn=send_SMS, 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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with gr.Blocks() as demo: |
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gr.Markdown("## Workflow Bot ##") |
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gr.TabbedInterface([app1, app2], ["To-Dos", "SOS"]) |
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demo.queue() |
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demo.launch() |