Text | IQ dropped all over the place
Hackathon is an activity that gathers programmers, designers and other technical talents to cooperate in software development and problem solving in just a few days. Participants can participate in individual and team formats, and they will use this time to create intensively and collaborate across disciplines to quickly build demos, prototypes, and products and tools that solve real problems.
Hosted by Cerebral Valley and sponsored by companies and developers such as OpenAI, Stability AI, and Replit, the ChatGPT Plugin Hackathon was in full swing in Los Angeles last weekend. The competition was based on exclusive access to the GPT-4 plugin provided by OpenAI. Top technical talents launched a fierce programming competition within the 24-hour schedule.
In addition to the award-winning works, there are also some brain-opening works that have also attracted the editor's attention, let's enjoy together~
Award-winning works
1st Prize: EduJason - Generate Teaching Videos via ChatGPT
Create personalized learning videos in seconds based on so far understood context.
Scenario 1: Use ChatGPT to invest and teach discounted cash flow analysis.
Scenario 2: Learn Rust ownership rules to help programmers avoid common programming mistakes like memory leaks and data races.
2nd Prize: InfraGPT - Copilot-like DevOps assistant capabilities with Shell access
It can automatically train, monitor and debug machine learning models, and is suitable for multiple frameworks (PyTorch, TensorFlow, Jax, etc.).
3rd Prize: AutoPM - Product Manager Powered by ChatGPT
Can be integrated with the online product management tool Linear
Integrate GPT-4 into project management workflow
Other idea 1: MarvinGPT - Recognize facial emotions and inject their context into ChatGPT answers
Can artificial intelligence become human? Human conversation is all about emotions, so what if ChatGPT understood your emotions and recommended content to you based on them? The author uses facial recognition and then mentions appropriate content (food, movies, music, etc.) in the response based on the current mood.
Other idea 2: Observe - Provides data visualization and debugging capabilities for LLM responses
This plugin can capture error replies from LLM
Other idea 3: textbookGPT - Let ChatGPT generate responses containing diagrams from textbooks
Diagrams with source citations from textbooks can be added to the chat.
The diagrams of the responses can be found in the textbook, thus ensuring the credibility and authenticity of the responses.
Other idea 4: DataJack - a business intelligence assistant powered by ChatGPT
Background: For approximately 1 billion users, spreadsheets are a productivity tool for decision-making.
Point out "Insights = 95% Data Engineering + 5% Data Analysis".
Forget SQL and Python code for routine data analysis.
Questions and unstructured data can be processed into spreadsheets in 10 seconds .
Other idea 5: ChatGPT's AI platform analytics suite
As shown in the figure below, every technological innovation of the platform will bring new analysis tools.
ChatGPT also requires an analytics suite similar to Google Analytics.
summary
"Creation", "openness" and "sharing" are the spirit of hackathon. It has also become a way for technical talents to communicate and promote open source technology, and is widely used in the technology industry and the Internet field.
The ChatGPT Plugin Hackathon event provides developers and enterprises with the opportunity to explore and utilize the potential of ChatGPT technology. The collective efforts of the participants of the Hackathon, by jointly developing plugins and sharing knowledge, will help to apply ChatGPT related technologies to more field, can promote the innovation and progress of AIGC technology at a certain level, and create new business opportunities. We also look forward to experiencing these interesting ChatGPT plug-ins or applications as soon as possible~
The author of the cute house: IQ dropped all over the place
I am studying for a master's degree in computer science at BIT. I am addicted to chatting with ChatGPT recently. I am curious about all novel NLP applications. I am trying to become a slash youth with a wide range of interests~
Recommended works
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[1]https://twitter.com/sfgunslinger/status/1647334003366850560
[2]https://twitter.com/dimapyanov/status/1647368376094969856
[3]https://twitter.com/ai__pub
[4]https://github.com/jasonjmcghee/edujason
[5]https://github.com/ardywibowo/infra-gpt
