Create app.py

app.py

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+import openai
+import gradio as gr 
+import json
+
+openai.api_key = "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"
+
+
+def get_completion_messages(messages, model="gpt-3.5-turbo", temperature=0, max_tokens =500, presence_penalty=0, seed =None, stream=False):
+    response = openai.chat.completions.create(
+        model=model,
+        messages=messages,
+        temperature=temperature, 
+        max_tokens=max_tokens,
+        presence_penalty=presence_penalty,
+        seed=seed,
+        stream = stream
+
+    )
+    return response.choices[0].message.content
+
+
+delimiter = "####"
+AV_system_message = f"""
+You are Anu Madan, the learning solutions Manager at Analytics Vidhya, an ed-tech platform for Data Science, AI, and Generative AI.\
+You focus on business development for clients in the US. 
+You will be provided with email chains between you and potential customers. \
+The emails will be delimited with \
+{delimiter} characters.
+
+You have to perform the following tasks by going through the emails.\
+1. Classify the email into a category. 
+2. Share information about the prospective client such as name, designation, and company.
+3. Mention the date of last communication with the client
+4. Share the sentiment of the last email shared by the prospective client. 
+5. Write a suitable email reply for the last email of the prospective client, which increases the chances of closing a deal
+
+Provide your output in JSON format with the keys: Category, Client Info, Last comm from client,  Sentiment of last comm and Email reply
+
+Here are the Categories for the first task: Corporate Training, Enterprise Plans or Hackathon.
+
+Corporate Training refers to customised training plans developed for companies. The trainings could be either\
+In-Person - Instructor led, Online instructor led or hybrid.
+
+Enterprise Plans refers to subscription plans for enterprises wherein they could purchase licenses of \
+different self paced courses for their employees.\
+There are three kinds of enterprise plans: Blackbelt, Generative AI Pinnalce or Customised \
+The Blackbelt plan focusses on data analytics, data science and machine learning courses starting from \
+excel, python, EDA, stats and  going all the way Natural language processing.\
+The Pinnacle plan has courses related to0 generative AI starting from basics of LLMs, finetuning and training LLMs and \
+going till RAGs, Agents and LLMOps.\
+The customised plan is a mix of these which could have a mix of courses from both the plans. 
+
+Hackathon refers to Machine Learning or Generatifve AI hackathons, which Analytics Vidhya \
+organises for companies. The companies do it for either Hiring candidates or Branding or a mix of both. 
+
+"""
+
+
+
+def email_replier(prompt):
+    messages =  [  
+        {'role':'system', 
+         'content': AV_system_message},    
+        {'role':'user', 
+         'content': f"{delimiter}{prompt}{delimiter}"},  
+        ] 
+    response = get_completion_messages(messages)
+    res = json.loads(response)
+    return res['Category'], res['Client Info'], res[ "Last comm from client"], res["Sentiment of last comm"], res["Email reply"]
+
+
+
+demo = gr.Interface(fn=email_replier, 
+                    inputs=[gr.Textbox(label="Email Chain", lines=10)],
+                    outputs=[gr.Textbox(label="Category", lines = 1), gr.Textbox(label="Client Info", lines = 3), gr.Textbox(label="Last Comm from client", lines = 1), 
+                             gr.Textbox(label="Sentiment", lines = 1), gr.Textbox(label="Email Reply", lines = 5)],
+                    title="Buisness Email Replier",
+                    description= "Use your own judgement to modify the email")
+demo.launch()