ChatGPT席卷了Streamlit社区
Table of Contents
- Introduction
- The Growing Streaming Community
- Top 10 Streaming Things in the Last Three Months
- 3.1 Nested Buttons in Streamlit
- 3.2 Latest AI Trend - Knowledge GPT
- 3.3 AI Startups and Streaming Apps
- 3.4 Generative AI Features in Streaming
- 3.5 Small Streamlit Apps
- Streamlit for Data Science
- 4.1 Getting Started with Streamlit
- 4.2 Streamlit Official Book and Extra Streaming Components Library
- Technical News and Updates
- 5.1 Emptying Parent Containers in Streamlit
- 5.2 Clean Slate Rendering: A New Solution
- Streamlit vs. Other Web Development Frameworks
- 6.1 Streamlit and Reactivity
- 6.2 Exploring Other Python Web Frameworks
- 6.3 Exciting Beta Features in Streamlit
- Conclusion
Introduction
In the world of streaming, there are countless topics and tutorials to explore. With new technologies and innovations emerging every day, it can be overwhelming to keep up with all the latest trends. In this article, we will Delve into the vibrant streaming community and discuss the top 10 streaming things that have happened in the last three months. From nested buttons in Streamlit to the latest AI trend, we will cover a wide range of exciting topics. So, if You're a data fan, get ready to dive into the world of streaming and discover the latest and greatest developments.
The Growing Streaming Community
The streaming community is a lively and vibrant space, with numerous apps, Talks, meetups, and startups dedicated to the streaming experience. It's fascinating to see how this community has grown and thrived, with individuals and organizations coming together to share their knowledge and passion for streaming. However, with so much happening, it can be challenging to choose a single topic or tutorial to focus on. That's why we have compiled a list of the top 10 streaming things that have taken place in the last three months. Let's dive in and explore these exciting developments together.
Top 10 Streaming Things in the Last Three Months
3.1 Nested Buttons in Streamlit
One of the challenges in Streamlit has been handling nested buttons. In a recent video tutorial, we discussed a full solution for handling nested buttons in Streamlit. However, this solution can be cumbersome when dealing with multiple buttons in your app. Fortunately, the Streamlit Extras library has introduced a stateful button that simplifies the process. With this new stateful button, you can easily manage and reuse button states within your Streamlit app. This exciting addition to the Streamlit ecosystem makes it even easier to Create interactive and dynamic experiences.
3.2 Latest AI Trend - Knowledge GPT
The field of artificial intelligence is constantly evolving, and there is a new AI trend that is shaking the world right now. While AI models like GPT-3 have been making headlines, there is a lesser-known streaming app called Knowledge GPT that deserves some Attention. Knowledge GPT allows you to upload documents and ask questions about the content. This powerful tool can parse documents, provide answers, and even direct you to specific pages and paragraphs for more information. Researchers and knowledge seekers can benefit greatly from this AI-powered app, making it a valuable addition to the streaming community.
3.3 AI Startups and Streaming Apps
Streaming apps are not only used for entertainment but also as public beta versions for AI startups. It has become a common practice for AI startups to validate their concepts and features through streaming apps. By releasing a streaming app, these startups can gauge user interest, Gather feedback, and validate their AI-powered products. This approach allows startups to assess the market demand and potential customer base before fully launching their products. If you are considering starting an AI startup, leveraging streaming apps as a validation tool can be a smart strategy.
3.4 Generative AI Features in Streaming
Generative AI models have gained a lot of attention in recent years. These models have the ability to create new content, such as images and text, Based on Patterns and data they have learned. In the streaming world, there are now libraries and frameworks available that enable the integration of generative AI features. For example, the Diffusers Library by Abhishek from Hugging Face provides a streaming UI for state-of-the-art diffusion models. These models can be used for tasks like image generation, text-to-image conversion, and more. By incorporating generative AI features, streaming apps can elevate the user experience to new heights.
3.5 Small Streamlit Apps
While the streaming community is buzzing with complex and advanced applications, there is also a place for small and simple Streamlit apps. These apps focus on solving specific needs or providing a single function. For example, a Pomodoro timer app can help users stay productive by structuring their work and break Sessions. Another example is a Dungeon Crawler game that can be played directly in Streamlit. These small apps may seem straightforward, but they demonstrate the versatility and adaptability of Streamlit as a tool for various purposes.
Streamlit for Data Science
Streamlit has gained popularity among data scientists for its simplicity and ease of use. With Streamlit, data scientists can quickly create interactive visualizations, explore datasets, and share their findings with the world. Getting started with Streamlit is straightforward, and there are resources available, such as the Streamlit Official Book and Extra Streaming Components Library, that provide comprehensive guides and components to enhance your Streamlit experience. Whether you are a beginner or an experienced data scientist, Streamlit offers a user-friendly platform to bring your Data Insights to life.
4.1 Getting Started with Streamlit
If you are new to Streamlit, getting started is a breeze. Streamlit provides a straightforward framework for building data apps in Python. With just a few lines of code, you can create interactive visualizations, add widgets for user input, and deploy your app effortlessly. The Streamlit Official Book is a valuable resource that walks you through the basics of Streamlit, from installation to advanced techniques. Whether you are a data scientist, analyst, or developer, Streamlit can be your go-to tool for sharing and showcasing your data-driven projects.
4.2 Streamlit Official Book and Extra Streaming Components Library
In addition to the Streamlit Official Book, there is also the Extra Streaming Components Library that offers a rich set of components to enhance your Streamlit apps. This library includes components like cookie storage, which allows you to store and retrieve cookies from your viewers' browsers. These components expand the capabilities of Streamlit and enable you to create more interactive and personalized apps. If you want to level up your Streamlit skills and explore advanced features, the Streamlit Official Book and Extra Streaming Components Library are excellent resources to dive deeper into the world of Streamlit.
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