Spaces:
Sleeping
Sleeping
Update src/streamlit_app.py
Browse files- src/streamlit_app.py +75 -1
src/streamlit_app.py
CHANGED
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@@ -11,4 +11,78 @@ st.set_page_config(
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page_title = "OpenAI based Deep Research Agent",
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page_icon = "๐",
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layout = "wide"
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page_title = "OpenAI based Deep Research Agent",
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page_icon = "๐",
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layout = "wide"
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)
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# Initialize session state for API Key if don't exist
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if "openai_api_key" not in st.session_state:
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st.session_state.openai_api_key = ""
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if "firecrawl_api_key" not in st.session_state:
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st.session_state.firecrawl_api_key = ""
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# Sidebar for API Key
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with st.sidebar:
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st.title("API Configuration")
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openai_api_key = st.text_input(
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"OpenAI API Key",
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value = st.session_state.openai_api_key,
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type = "password"
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)
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firecrawl_api_key = st.text_input(
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"Firecrawl API Key",
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value = st.session_state.firecrawl_api_key,
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type = "password"
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)
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if openai_api_key:
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st.session_state.openai_api_key = openai_api_key
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set_default_openai_key(openai_api_key)
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if firecrawl_api_key:
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st.session_state.firecrawl_api_key = firecrawl_api_key
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# Main Application and Input Field
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st.title("๐ OpenAI Deep Research Agent")
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st.markdown("This OpenAI Agent from OpenAI Agent SDK performs deep research on any topic using Firecrawl")
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# This takes the input from the user for the specific research related concern
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research_topic = st.text_input("Enter research topic: ", placeholder = "e.g., Latest Development in AI")
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# This function tools help us to register this function
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# as a tool to the agent
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@function_tool
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async def deep_research(query: str, max_depth: int, time_limit: int, max_urls: int):
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"""
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Perform comprehensive web research using Firecrawl's deep research endpoint.
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"""
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try:
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# Initialize the firecrawl using the saved API key
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firecrawl_app = FirecrawlApp(api_key = st.session_state.firecrawl_api_key)
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params = {
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"maxDepth": max_depth,
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"timeLimit": time_limit,
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"maxUrls": max_urls
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}
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# Callback Setup for real-time update
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def on_activity(activity):
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st.write(f"[{activity['type']}]{activity['message']}")
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# Run the deep research using firecrawl
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with st.spinner("Performing Deep Research..."):
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resp = firecrawl_app.deep_research(
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query = query,
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params = params,
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on_activity = on_activity
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)
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return {
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"success" : True,
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"final_analysis" : resp["data"]["finalAnalysis"]
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"sources_count": len(resp["data"]["sources"]),
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"sources":resp["data"]["sources"]
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}
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except Exception as e:
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st.error(f"Deep Research Error: {str(e)}")
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return {
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"error" : str(e),
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"success" : False
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}
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