Update app.py
Browse files
app.py
CHANGED
@@ -6,7 +6,7 @@ import base64
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st.set_page_config(page_title="Multi-Agent Essay Writer", page_icon="🤖🤖🤖✍️")
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# Button HTML
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button_html = f'''
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<div style="display: flex; justify-content: center;">
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<a href=" " target="_blank">
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@@ -37,10 +37,10 @@ if "messages" not in st.session_state:
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# Sidebar with instructions and API key input
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with st.sidebar:
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st.subheader("About:")
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st.info(
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"
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"
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)
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openai_key = st.secrets.get("OPENAI_API_KEY", "")
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@@ -48,16 +48,16 @@ with st.sidebar:
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st.divider()
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# Reference section
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st.subheader("References:")
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st.markdown(
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'1.
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unsafe_allow_html=True
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)
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# Initialize agents function
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def initialize_agents():
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if not openai_key:
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st.error("OpenAI API key is missing! Please provide a valid key through Hugging Face Secrets.")
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st.session_state.chat_active = True
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return None
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@@ -68,10 +68,17 @@ def initialize_agents():
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essay_writer = EssayWriter().graph
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st.session_state.chat_active = False
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return essay_writer
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except Exception as e:
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st.error(f"Error initializing agents: {e}")
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st.session_state.chat_active = True
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return None
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@@ -80,22 +87,36 @@ if "app" not in st.session_state or st.session_state.app is None:
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st.session_state.app = initialize_agents()
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if st.session_state.app is None:
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st.error("Failed to initialize agents. Please check your API key and restart the app.")
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app = st.session_state.app
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# Function to invoke the agent and generate a response
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def generate_response(topic, length):
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if not app:
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st.error("Agents are not initialized. Please check the system or restart the app.")
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return {"response": "Error: Agents not initialized."}
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return app.invoke(input={"topic": topic, "length": length})
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-
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-
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# Display chat messages from the session
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for message in st.session_state.messages:
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@@ -103,29 +124,29 @@ for message in st.session_state.messages:
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st.markdown(message["content"], unsafe_allow_html=True)
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# Handle user input
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if topic := st.chat_input(placeholder="Ask a question or provide an essay topic...", disabled=st.session_state.chat_active):
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st.chat_message("user").markdown(topic)
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st.session_state.messages.append({"role": "user", "content": topic})
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with st.spinner("Thinking..."):
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response = generate_response(topic, essay_length) # **Pass user-defined length**
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# Handle the assistant's response
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with st.chat_message("assistant"):
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if "essay" in response: # Display essay preview and download link
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st.markdown(f"### Essay Preview ({essay_length} words)")
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st.markdown(f"#### {response['essay']['header']}")
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st.markdown(response["essay"]["entry"])
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for para in response["essay"]["paragraphs"]:
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st.markdown(f"**{para['sub_header']}**")
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st.markdown(para["paragraph"])
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st.markdown("
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st.markdown(response["essay"]["conclusion"])
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# Provide download link for the PDF
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with open(response["pdf_name"], "rb") as pdf_file:
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b64 = base64.b64encode(pdf_file.read()).decode()
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href = f"<a href='data:application/octet-stream;base64,{b64}' download='{response['pdf_name']}'
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st.markdown(href, unsafe_allow_html=True)
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# Save the assistant's message to session state
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@@ -140,8 +161,10 @@ if topic := st.chat_input(placeholder="Ask a question or provide an essay topic.
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st.markdown("---")
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st.markdown(
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"""
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<div style="text-align: center;
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<a href="https://github.com/mesutdmn/Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer/tree/main"
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target="_blank" style="color: #007BFF; text-decoration: none;">
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CrewAI Essay Writer
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st.set_page_config(page_title="Multi-Agent Essay Writer", page_icon="🤖🤖🤖✍️")
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# Button HTML (If Needed)
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button_html = f'''
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<div style="display: flex; justify-content: center;">
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<a href=" " target="_blank">
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# Sidebar with instructions and API key input
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with st.sidebar:
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st.subheader("📌 About:")
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st.info(
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"🔹 This app uses the 'gpt-4o-mini-2024-07-18' model.\n"
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"🔹 Writing essays may take some time, approximately 1-2 minutes."
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)
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openai_key = st.secrets.get("OPENAI_API_KEY", "")
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st.divider()
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# Reference section
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st.subheader("📖 References:")
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st.markdown(
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'[1. Multi-Agent System with CrewAI and LangChain](https://discuss.streamlit.io/t/new-project-i-have-build-a-multi-agent-system-with-crewai-and-langchain/84002)',
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unsafe_allow_html=True
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)
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# Initialize agents function
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def initialize_agents():
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if not openai_key:
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st.error("⚠️ OpenAI API key is missing! Please provide a valid key through Hugging Face Secrets.")
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st.session_state.chat_active = True
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return None
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essay_writer = EssayWriter().graph
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st.session_state.chat_active = False
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st.markdown(
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"<div style='text-align: center; padding: 10px; margin-bottom: 20px; "
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"background-color: #d4edda; color: #155724; border-radius: 8px;'>"
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"<b>✅ Agents successfully initialized!</b></div>",
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unsafe_allow_html=True
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)
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return essay_writer
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except Exception as e:
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st.error(f"❌ Error initializing agents: {e}")
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st.session_state.chat_active = True
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return None
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st.session_state.app = initialize_agents()
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if st.session_state.app is None:
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st.error("⚠️ Failed to initialize agents. Please check your API key and restart the app.")
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app = st.session_state.app
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# Function to invoke the agent and generate a response
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def generate_response(topic, length):
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if not app:
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st.error("⚠️ Agents are not initialized. Please check the system or restart the app.")
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return {"response": "Error: Agents not initialized."}
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return app.invoke(input={"topic": topic, "length": length})
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# **NEW: UI Enhancement for Setting Essay Length**
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st.markdown(
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"""
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<div style="text-align: center; padding: 15px; background-color: #f8f9fa;
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border-radius: 10px; box-shadow: 2px 2px 10px rgba(0,0,0,0.1);">
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<h3 style="color: #333;">✍️ Set Essay Length</h3>
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</div>
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""",
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unsafe_allow_html=True
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)
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essay_length = st.number_input(
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"Enter the word count for the essay:",
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min_value=150,
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max_value=350,
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value=250,
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step=50
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)
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# Display chat messages from the session
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for message in st.session_state.messages:
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st.markdown(message["content"], unsafe_allow_html=True)
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# Handle user input
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if topic := st.chat_input(placeholder="📝 Ask a question or provide an essay topic...", disabled=st.session_state.chat_active):
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st.chat_message("user").markdown(topic)
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st.session_state.messages.append({"role": "user", "content": topic})
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with st.spinner("⏳ Thinking..."):
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response = generate_response(topic, essay_length) # **Pass user-defined length**
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# Handle the assistant's response
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with st.chat_message("assistant"):
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if "essay" in response: # Display essay preview and download link
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st.markdown(f"### 📝 Essay Preview ({essay_length} words)")
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st.markdown(f"#### {response['essay']['header']}")
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st.markdown(response["essay"]["entry"])
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for para in response["essay"]["paragraphs"]:
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st.markdown(f"**{para['sub_header']}**")
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st.markdown(para["paragraph"])
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st.markdown("**🖊️ Conclusion:**")
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st.markdown(response["essay"]["conclusion"])
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# Provide download link for the PDF
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with open(response["pdf_name"], "rb") as pdf_file:
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b64 = base64.b64encode(pdf_file.read()).decode()
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href = f"<a href='data:application/octet-stream;base64,{b64}' download='{response['pdf_name']}'>📄 Click here to download the PDF</a>"
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st.markdown(href, unsafe_allow_html=True)
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# Save the assistant's message to session state
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st.markdown("---")
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st.markdown(
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"""
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<div style="text-align: center; padding: 15px; background-color: #f8f9fa;
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border-radius: 10px; box-shadow: 2px 2px 10px rgba(0,0,0,0.1);">
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<strong>📌 Acknowledgment:</strong> This project is based on Mesut Duman's work.
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<br><br> 🛠️ Source:
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<a href="https://github.com/mesutdmn/Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer/tree/main"
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target="_blank" style="color: #007BFF; text-decoration: none;">
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CrewAI Essay Writer
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