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app.py
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app.py
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import os
import streamlit as st
from dotenv import load_dotenv
from tavily import TavilyClient
import google.generativeai as genai
load_dotenv()
tavily = TavilyClient(api_key=os.getenv('TAVILY_API_KEY'))
genai.configure(api_key=os.environ["GOOGLE_API_KEY"])
model = genai.GenerativeModel('gemini-pro')
st.set_page_config(page_title="Course Generator", page_icon=":book:")
def search_sources(topic, max_results=5):
with st.spinner("Searching Web"):
try:
tavily_search_results = tavily.search(topic, search_depth="advanced", max_results=max_results)
return tavily_search_results.get('results', [])
except Exception as e:
st.error(f"Error during search: {str(e)}")
return []
def hero_section():
st.markdown("""
<style>
.hero {
padding: 3rem;
background-color: #f0f0f0;
border-radius: 10px;
margin-bottom: 2rem;
text-align: center;
}
.hero h1 {
color: #1e3d59;
font-size: 3rem;
margin-bottom: 1rem;
}
.hero p {
color: #333;
font-size: 1.2rem;
margin-bottom: 2rem;
}
</style>
<div class="hero">
<h1>AI Course Generator</h1>
<p>Transform any topic into a comprehensive, engaging course outline with just a few clicks!</p>
</div>
""", unsafe_allow_html=True)
def generate_course(topic, search_results):
description = "You are an experienced educator tasked with creating a comprehensive course outline on the given topic."
instructions = [
"Create an engaging and informative course outline based on the provided topic and search results.",
"The course should be structured like a detailed index with basic information for each section.",
"Include an introduction, learning objectives, 4-5 main modules with 3-5 subtopics each, and a conclusion.",
"For each concept or topic, provide a brief explanation followed by a relevant YouTube source link to learn.",
"Ensure the content is substantial, informative, and well-organized, resembling a full course page.",
"Use markdown formatting to structure the document clearly and try rendering formulaes in md."
]
course_format = """
# {topic}
## Course Overview
[Provide a paragraph overview of the course, its importance, and what students will gain from it.]
## Course Outline
### Module 1: [Module Title]
Explain overview of the module - 2-3 sentences
#### 1.1 [Subtopic 1]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 1.2 [Subtopic 2]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 1.3 [Subtopic 3]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
### Module 2: [Module Title]
Explain overview of the module - 2-3 sentences
#### 2.1 [Subtopic 1]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 2.2 [Subtopic 2]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 2.3 [Subtopic 3]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
### Module 3: [Module Title]
Explain overview of the module - 2-3 sentences
#### 3.1 [Subtopic 1]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 3.2 [Subtopic 2]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 3.3 [Subtopic 3]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
### Module 4: [Module Title]
Explain overview of the module - 2-3 sentences
#### 4.1 [Subtopic 1]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 4.2 [Subtopic 2]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
#### 4.3 [Subtopic 3]
- Point 1: [2-3 sentence explanation of the subtopic]
- Point 2: [2-3 sentence explanation of the subtopic]
- Point 3: [2-3 sentence explanation of the subtopic]
- Point 4:**Formula:** [Insert any relevant formula here if applicable]
- Point 5:**Reference:** [Source Title](link)
- Point 6:**YouTube Link:** [Watch on YouTube](https://www.youtube.com/results?search_query={Subtopic+1+YouTube})
## Additional Resources
- [Resource 1]: [Brief description] - [Link]
- [Resource 2]: [Brief description] - [Link]
- [Resource 3]: [Brief description] - [Link]
## Conclusion
[Summarize the key points of the course and suggest next steps or advanced topics for further study.]
"""
prompt = f"{description}\n\nInstructions:\n" + "\n".join(f"- {instruction}" for instruction in instructions)
prompt += f"\n\nCourse Format:\n{course_format}\n\nTopic: {topic}\n\nSearch Results:\n"
for result in search_results:
prompt += f"- {result['title']}: {result['url']}\n"
try:
chat_completion = model.generate_content(prompt)
return chat_completion.text
except Exception as e:
st.error(f"Error generating course: {str(e)}")
return None
def main():
hero_section()
input_topic = st.text_input("Enter a course topic")
generate_course_btn = st.button("Generate Course")
if generate_course_btn and input_topic:
search_results = search_sources(input_topic)
if search_results:
with st.spinner("Generating Course"):
final_course = generate_course(input_topic, search_results)
if final_course:
st.markdown(final_course)
else:
st.warning("No search results found. Please try a different topic.")
elif generate_course_btn:
st.warning("Please enter a course topic.")
if __name__ == "__main__":
main()