🚀 Inspiration
Whether you're a student sifting through a semester's worth of lecture slides or a business professional digesting the key points from a shareholder meeting, time is of the essence. We've crafted a solution that caters to the intellectually curious and the time-pressed alike, streamlining the absorption of information.
🌐 What Slide Scribe Delivers
Slide Scribe is the ace up your sleeve—transforming dense slide decks, whether from a high-stakes business presentation or a detailed academic lecture, into clear, concise summaries. And for those deeper dives, our interactive chat beckons, ready to clarify doubts or expand on slide content.
🛠️ Crafted with Precision
Our creation journey began with a multi-format upload feature, welcoming PDF, PNG, JPEG, and PPTX files. To keep API costs in check, we smartly compress images, preserving clarity for GPT-4's keen 'eyes'. This AI powerhouse interprets complex visuals and text, all within the slide's context. Our backend? A testament to scalability, harnessing parallel processing to make quick work of any slide deck size.
🎥 Video Presentation Extraction
Taking it a step further, Slide Scribe cuts through video presentations, snipping out each slide and its spoken content, making sure no detail is missed, whether it's in a video lecture or a virtual business conference.
🔧 Challenges and Overcoming Them
- Dockerizing our development process to maintain consistency across the board.
- Fine-tuning our AI to discern and elucidate small yet significant details like diagrams and figure captions.
- Mastering multithreading to revolutionize slide processing times.
✨ Proud Milestones
- Achieving a 2.75x reduction in API costs through strategic image compression—efficiency without losing insight.
- Pushing the boundaries of the GPT-4 Vision Model to offer unparalleled performance in diagram detection and interpretation.
📚 Valuable Takeaways
- The importance of a unified development environment and the wonders it does for collaborative innovation.
- The intricacy of model fine-tuning, balancing the scales of accuracy and cost.
- The foresight in managing API expenditures.
- The ingenuity behind parallel processing to handle large data sets efficiently.
- The deep dive into machine learning and natural language processing to tailor the GPT-4 Vision Model for Slide Scribe's unique requirements.
🔮 The Road Ahead
- Introducing a user account system to keep chat interactions intact, offering a continuous and personalized experience.
- Furthering our reach to assist not just students and academics, but also the business community, ensuring that no matter the setting, Slide Scribe stands as the go-to tool for quick, thorough slide summarization and comprehension.
Built With
- openai
- postgresql
- python
- streamlit
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