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Update pages/Latest.py
Browse files- pages/Latest.py +94 -95
pages/Latest.py
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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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# 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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# 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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# Latest Information Blog
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from
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from
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from
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from
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from
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#
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builder1
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builder1.add_node("
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builder1.add_edge(
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builder1.add_edge("
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builder1.
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builder2
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builder2.add_node("
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builder2.add_node("
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builder2.add_edge(
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builder2.add_edge("
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builder2.add_edge("
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builder2.
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st.
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result
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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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# 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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# 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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# Latest Information Blog
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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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# LLM
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llm = ChatGoogleGenerativeAI(model="gemini-2.0-flash-exp", api_key = gemini_api_key) # type:ignore
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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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# 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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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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# 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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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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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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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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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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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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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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