AhsanRazi commited on
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  1. pages/General.py +83 -0
  2. pages/Latest.py +95 -0
pages/General.py ADDED
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+ import os
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+ from langchain_google_genai import ChatGoogleGenerativeAI
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+ from typing import List, Dict
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+ from langchain_core.messages import HumanMessage
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+ from typing_extensions import TypedDict
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+ from dotenv import load_dotenv
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+ import streamlit as st
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+ from langgraph.graph import START, StateGraph, END
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+
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+ st.set_page_config(
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+ page_title="General Information Blog"
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+ )
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+
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+ load_dotenv(override=True)
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+ gemini_api_key = os.getenv("GEMINI_API_KEY")
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+
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+
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+ from blog_title_generator import blog_titles_llm
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+ from blog_content_generator import blog_content_agent
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+ from image_fomatted_blog_generator import image_formatted_blog
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+ from image_prompts_generator import image_prompts
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+
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+
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+ llm = ChatGoogleGenerativeAI(model="gemini-2.0-flash-exp", api_key = gemini_api_key) # type:ignore
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+
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+ class BlogState(TypedDict):
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+ topic: str
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+ blog_topics: List[str]
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+ final_topic: str
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+ blog_content: str
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+ image_formated_blog: str
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+ prompts: Dict[str, str]
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+
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+ # Graph
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+ builder1 = StateGraph(BlogState)
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+ builder1.add_node("blog_topic", lambda state: blog_titles_llm(llm, state))
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+
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+ builder1.add_edge(START, "blog_topic")
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+ builder1.add_edge("blog_topic", END)
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+ graph1 = builder1.compile()
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+
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+ # Graph 2:
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+ builder2 = StateGraph(BlogState)
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+ builder2.add_node("blog_agent", lambda state: blog_content_agent(llm, state))
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+ builder2.add_node("image_formatted_blog", lambda state: image_formatted_blog(llm, state))
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+ builder2.add_node("image_prompts", lambda state: image_prompts(llm, state))
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+
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+ builder2.add_edge(START, "blog_agent")
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+ builder2.add_edge("blog_agent", "image_formatted_blog")
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+ builder2.add_edge("image_formatted_blog", "image_prompts")
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+ builder2.add_edge("image_prompts", END)
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+ graph2 = builder2.compile()
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+
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+
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+
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+ st.title("Generate General Informational Blog")
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+ input_data = st.text_input("Enter a Category for your blog:")
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+
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+ if 'titles' not in st.session_state:
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+ st.session_state.titles = None
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+ if 'selected_title' not in st.session_state:
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+ st.session_state.selected_title = None
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+
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+ if st.button("Generate Titles"):
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+ try:
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+ topic = [HumanMessage(content=input_data)]
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+ result = graph1.invoke({"topic": topic})
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+ st.session_state.titles = result['blog_topics']
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+ except Exception as e:
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+ st.error(str(e))
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+
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+ if st.session_state.titles is not None:
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+ st.session_state.selected_title = st.selectbox("Pick the Title for your Blog", st.session_state.titles)
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+
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+ if st.button("Generate Blog") and st.session_state.selected_title is not None:
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+ content = graph2.invoke({"final_topic": st.session_state.selected_title})
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+ st.markdown(content['image_formated_blog'])
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+
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+
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+
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+
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+
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+
pages/Latest.py ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import os
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+ import streamlit as st
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+ from typing import List, Dict
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+ from dotenv import load_dotenv
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+ from typing_extensions import TypedDict
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+ from langchain_core.messages import HumanMessage
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+ from langgraph.graph import START, StateGraph, END
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+ from langchain_google_genai import ChatGoogleGenerativeAI
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+
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+ # General Information Blog
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+ st.set_page_config(
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+ page_title="Latest Information Blog"
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+ )
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+
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+ # Secret Key
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+ load_dotenv(override=True)
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+ gemini_api_key = os.getenv("GEMINI_API_KEY")
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+
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+
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+
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+ # Latest Information Blog
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+ from markdown import to_markdown
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+ from search_queries_generator import generate_queries
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+ from blog_title_generator import blog_titles_agent
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+ from blog_content_generator import blog_content_agent
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+ from image_fomatted_blog_generator import image_formatted_blog
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+ from image_prompts_generator import image_prompts
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+
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+
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+ # LLM
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+ llm = ChatGoogleGenerativeAI(model="gemini-2.0-flash-exp", api_key = gemini_api_key) # type:ignore
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+
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+
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+ # Define State
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+ class BlogState(TypedDict):
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+ topic: str
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+ search_queries: List[str]
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+ blog_topics: List[str]
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+ final_topic: str
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+ blog_content: str
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+ image_formated_blog: str
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+ prompts: Dict[str, str]
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+
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+
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+
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+
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+ # Graph 1:
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+ builder1 = StateGraph(BlogState)
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+ builder1.add_node("queries", lambda state: generate_queries(llm, state))
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+ builder1.add_node("blog_topic", lambda state: blog_titles_agent(llm, state))
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+
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+ builder1.add_edge(START, "queries")
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+ builder1.add_edge("queries", "blog_topic")
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+ builder1.add_edge("blog_topic", END)
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+ graph1 = builder1.compile()
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+
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+ # Graph 2:
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+ builder2 = StateGraph(BlogState)
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+ builder2.add_node("blog_agent", lambda state: blog_content_agent(llm, state))
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+ builder2.add_node("image_formatted_blog", lambda state: image_formatted_blog(llm, state))
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+ builder2.add_node("image_prompts", lambda state: image_prompts(llm, state))
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+
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+ builder2.add_edge(START, "blog_agent")
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+ builder2.add_edge("blog_agent", "image_formatted_blog")
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+ builder2.add_edge("image_formatted_blog", "image_prompts")
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+ builder2.add_edge("image_prompts", END)
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+ graph2 = builder2.compile()
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+
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+
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+
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+ st.title("Generate Latest Information Blog")
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+ input_data = st.text_input("Enter a Category for your blog:")
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+
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+ if 'titles' not in st.session_state:
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+ st.session_state.titles = None
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+ if 'selected_title' not in st.session_state:
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+ st.session_state.selected_title = None
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+
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+ if st.button("Generate Titles"):
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+ try:
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+ topic = [HumanMessage(content=input_data)]
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+ result = graph1.invoke({"topic": topic})
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+ print(result)
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+ st.session_state.titles = result['blog_topics']
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+ except Exception as e:
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+ st.error(str(e))
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+
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+ if st.session_state.titles is not None:
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+ st.session_state.selected_title = st.selectbox("Pick the Title for your Blog", st.session_state.titles)
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+
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+ if st.button("Generate Blog") and st.session_state.selected_title is not None:
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+ content = graph2.invoke({"final_topic": st.session_state.selected_title})
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+ st.markdown(content['image_formated_blog'])
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+
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+