tutorial82

tutorial82/app.py

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+from langchain_openai import ChatOpenAI
+from langchain.prompts import PromptTemplate
+from langchain.chains import LLMChain
+import json
+import streamlit as st
+import boto3
+
+client=boto3.client("iam")
+llm=ChatOpenAI(model="gpt-4o")
+prompt="""
+you are an intelligent assistant who is expert in extracting information from sentences , 
+you can translate any {instruction}  into a json document to be used later,you must return the json and make e sure to use the below keys only :
+username
+password
+follow the below conditions very strictly :
+just include the json in the output nothing extra
+"""
+def genresponse(input):
+    query_with_prompt=PromptTemplate(
+        template=prompt,
+        input_variables=["instruction"]
+    )
+    llmchain=LLMChain(llm=llm,prompt=query_with_prompt,verbose=True)
+    response=llmchain.invoke(
+        {"instruction":input}
+                             )
+    data=response["text"]
+    data=data.replace("json","")
+    data=data.replace("`","")
+    data=json.loads(data)
+    return data
+
+st.set_page_config(page_title="AWS IAM AGENT")
+st.header="what user you want to create"
+input=st.text_input("write your task")
+if input is not None:
+    btn=st.button("submit")
+    if btn:
+        response=genresponse(input)
+        st.write(response)
+        user=client.create_user(UserName=response["username"])
+        profile=client.create_login_profile(UserName=response["username"],Password=response["password"],PasswordResetRequired=False)
+        st.write(profile)

tutorial82/prompt.txt

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+prompt="""
+you are an intelligent assistant who is expert in extracting information from sentences , 
+you can translate any {instruction}  into a json document to be used later,you must return the json and make e sure to use the below keys only :
+username
+pasword
+follow the below conditions very strictly :
+just include the json in the output nothing extra
+"""