tutorial110

tutorial110/adduser.py

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+import boto3
+client=boto3.client("iam")
+
+def createuser(user):
+    response=client.create_user(UserName=user)
+    return response

tutorial110/emailagent.py

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+from langchain_community.agent_toolkits.gmail.toolkit import GmailToolkit
+from langchain_openai import ChatOpenAI
+from langchain.agents import AgentType,initialize_agent
+llm=ChatOpenAI(model="gpt-4o")
+toolkit=GmailToolkit()
+agent=initialize_agent(tools=toolkit.get_tools(),
+                       llm=llm,
+                       verbose=True,
+                       max_iterations=1000,
+                       max_execution_time=1600,
+                       agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION)
+def runagent(input):
+    try:
+        response=agent.run(input)
+        return response
+    except Exception as e:
+        return response
+

tutorial110/main.py

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+from streamlit_mic_recorder import speech_to_text
+import streamlit as st
+from emailagent import runagent
+from reademail import readbody
+from adduser import createuser
+
+st.title("voice driven service desk agent")
+st.write("ask anything")
+text=speech_to_text(language="en",use_container_width=True,just_once=True,key="STT")
+if text:
+    output=runagent(text)
+    if output:
+        response=readbody(output)
+        userdata=createuser(response["username"])
+        st.write(userdata)
+
+
+
+

tutorial110/reademail.py

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+from langchain.prompts import PromptTemplate
+from langchain_openai import ChatOpenAI
+import json
+llm=ChatOpenAI(model="gpt-4o")
+template="""
+you are intelligent assistant , who can read any group of {text} related one email and identify the body of the email,
+then create a json with the following key only,
+"username":
+output must be only json nothing extra
+"""
+prompt=PromptTemplate.from_template(template)
+chain=prompt|llm
+
+def readbody(text):
+    response=chain.invoke({"text":text})
+    data=response.content
+    data=data.replace("json","")
+    data=data.replace("`","")
+    data=json.loads(data)
+    return data
+
+