Create app.py

app.py

@@ -0,0 +1,276 @@
+import streamlit as st
+from tavily import TavilyClient
+from ics import Calendar, Event
+from datetime import datetime, timedelta
+import yagmail
+from groq import Groq
+import smtplib
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+from email.mime.base import MIMEBase
+from email import encoders
+import json
+from openai import OpenAI
+import os
+
+def web_information_retrieval(user_query):
+    tavily_client = TavilyClient(api_key=os.getenv('TAVILY_API_KEY'))
+    response = tavily_client.search(user_query, include_answer=True)['answer']
+    return response
+
+def information_retrieval(user_query):
+    client = Groq(api_key=os.getenv('GROQ_API_KEY'))
+    chat_completion = client.chat.completions.create(
+        messages=[
+            {"role": "user", "content": user_query}
+        ],
+        model="llama3-8b-8192",
+    )
+    return chat_completion.choices[0].message.content
+
+def e_commerce_search(user_query):
+    tavily_client = TavilyClient(api_key=os.getenv('TAVILY_API_KEY'))
+    response = tavily_client.search(
+        user_query,
+        search_depth="advanced",
+        include_domains=[
+            'http://amazon.in', 'http://flipkart.com', 'https://www.myntra.com/',
+            'https://www.nykaa.com/', 'http://ajio.com'
+        ],
+        include_images=True
+    )
+    return response
+
+def travel_and_navigation(user_query):
+    tavily_client = TavilyClient(api_key=os.getenv('TAVILY_API_KEY'))
+    response = tavily_client.search(
+        user_query,
+        search_depth="advanced",
+        include_domains=['https://delhimetrorail.info/', 'http://goibibo.com', 'http://makemytrip.com'],
+        include_images=True
+    )
+    return response
+
+def send_calendar_invite(title, description, location, start_time, end_time, attendee_emails, sender_email='[email protected]', sender_password='wdpv atip epfw tksx'):
+    cal = Calendar()
+    event = Event()
+    event.name = title
+    event.description = description
+    event.location = location
+    event.begin = start_time
+    event.end = end_time
+    for email in attendee_emails:
+        event.add_attendee(email)
+    cal.events.add(event)
+
+    ics_content = str(cal)
+
+    subject = f'Calendar Invite: {title}'
+    body = f'Please find attached the calendar invite for the event: {title}'
+
+    msg = MIMEMultipart()
+    msg['From'] = sender_email
+    msg['To'] = ', '.join(attendee_emails)
+    msg['Subject'] = subject
+
+    msg.attach(MIMEText(body, 'plain'))
+
+    part = MIMEBase('application', 'octet-stream')
+    part.set_payload(ics_content)
+    encoders.encode_base64(part)
+    part.add_header('Content-Disposition', 'attachment; filename=invite.ics')
+    msg.attach(part)
+
+    try:
+        with smtplib.SMTP('smtp.gmail.com', 587) as server:
+            server.starttls()
+            server.login(sender_email, sender_password)
+            server.send_message(msg)
+            st.write(f'Calendar invite sent successfully to: {", ".join(attendee_emails)}')
+    except Exception as e:
+        st.write(f'Failed to send calendar invite: {e}')
+
+from openai import OpenAI
+import json
+
+client = OpenAI(api_key=os.getenv('OPENAI_API_KEY'))
+
+def run_conversation(user_query):
+    messages = [{"role": "user", "content": user_query}]
+    tools = [
+        {
+            "type": "function",
+            "function": {
+                "name": "web_information_retrieval",
+                "description": "Retrieve web information based on user query",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "user_query": {
+                            "type": "string",
+                            "description": "User query to search web information",
+                        },
+                    },
+                    "required": ["user_query"],
+                },
+            },
+        },
+        {
+            "type": "function",
+            "function": {
+                "name": "information_retrieval",
+                "description": "Retrieve general information based on user query without internet",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "user_query": {
+                            "type": "string",
+                            "description": "User query to retrieve information",
+                        },
+                    },
+                    "required": ["user_query"],
+                },
+            },
+        },
+        {
+            "type": "function",
+            "function": {
+                "name": "e_commerce_search",
+                "description": "Search e-commerce sites based on user query",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "user_query": {
+                            "type": "string",
+                            "description": "User query to search e-commerce sites",
+                        },
+                    },
+                    "required": ["user_query"],
+                },
+            },
+        },
+        {
+            "type": "function",
+            "function": {
+                "name": "travel_and_navigation",
+                "description": "Search travel and navigation sites based on user query",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "user_query": {
+                            "type": "string",
+                            "description": "User query to search travel and navigation sites",
+                        },
+                    },
+                    "required": ["user_query"],
+                },
+            },
+        },
+        {
+            "type": "function",
+            "function": {
+                "name": "send_calendar_invite",
+                "description": "Send a calendar invite for an event",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "title": {
+                            "type": "string",
+                            "description": "Title of the event",
+                        },
+                        "description": {
+                            "type": "string",
+                            "description": "Description of the event",
+                        },
+                        "location": {
+                            "type": "string",
+                            "description": "Location of the event",
+                        },
+                        "start_time": {
+                            "type": "string",
+                            "description": "Start time of the event",
+                        },
+                        "end_time": {
+                            "type": "string",
+                            "description": "End time of the event",
+                        },
+                        "attendee_emails": {
+                            "type": "array",
+                            "items": {
+                                "type": "string",
+                                "description": "Emails of attendees",
+                            },
+                        },
+                        "sender_email": {
+                            "type": "string",
+                            "description": "Sender's email address",
+                        },
+                        "sender_password": {
+                            "type": "string",
+                            "description": "Sender's email password",
+                        },
+                    },
+                    "required": ["title", "location", "start_time", "end_time", "attendee_emails"],
+                },
+            },
+        },
+    ]
+    response = client.chat.completions.create(
+        model="gpt-4o",
+        messages=messages,
+        tools=tools,
+        tool_choice="auto",
+    )
+    response_message = response.choices[0].message
+    tool_calls = response_message.tool_calls
+
+    if tool_calls:
+        available_functions = {
+            "web_information_retrieval": web_information_retrieval,
+            "information_retrieval": information_retrieval,
+            "e_commerce_search": e_commerce_search,
+            "travel_and_navigation": travel_and_navigation,
+            "send_calendar_invite": send_calendar_invite,
+        }
+
+        messages.append(response_message)
+        for tool_call in tool_calls:
+            function_name = tool_call.function.name
+            function_to_call = available_functions[function_name]
+            function_args = json.loads(tool_call.function.arguments)
+            if function_name == "send_calendar_invite":
+                function_response = function_to_call(
+                    title=function_args.get("title"),
+                    description=function_args.get("description"),
+                    location=function_args.get("location"),
+                    start_time=function_args.get("start_time"),
+                    end_time=function_args.get("end_time"),
+                    attendee_emails=function_args.get("attendee_emails"),
+                )
+            else:
+                function_response = function_to_call(
+                    user_query=function_args.get("user_query"),
+                )
+            
+            if function_name in ["e_commerce_search", "travel_and_navigation"]:
+                for i, result in enumerate(function_response['results']):
+                    st.write(f"### [{result['title']}]({result['url']})")
+                    st.write(result['content'])
+                    if i < len(function_response['images']):
+                        st.image(function_response['images'][i])
+
+            messages.append(
+                {
+                    "tool_call_id": tool_call.id,
+                    "role": "tool",
+                    "name": function_name,
+                    "content": function_response,
+                }
+            )
+            return function_response
+
+st.title("Glucon_D Chatbot")
+user_query = st.text_input("Enter your query")
+if st.button("Run"):
+    if user_query:
+        response = run_conversation(user_query)