GitHub Transforms Software Development with AI 👩‍💻

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Today’s top AI Highlights:

1. Copilot Transforms GitHub into AI-powered Developer Platform

2. Top 10 Innovations with OpenAI’s Multimodal GPT API and GPTs

3. High-Fidelity Virtualized Walkable Spaces by Meta

4. State of LLM Apps 2023

5. Easy AI applications - Drag, Drop, Deploy

& so much more!

Read time: 3 mins

Latest Developments 🌍

GitHub Copilot at Every Step 👩‍💻

GitHub announces a transformative upgrade to the developer experience with Copilot X, deeply integrating AI into every stage of the development lifecycle. This evolution reflects GitHub's commitment to harnessing the power of AI, following the fundamental changes brought by open source and Git, positioning GitHub as the leading AI-powered developer platform.

Key Highlights:

1. Copilot X Integration: GitHub Copilot is now a core element of GitHub, offering AI-powered assistance to developers at every stage, from coding to deployment, with seamless integration into the developer experience.

2. GitHub Copilot Chat: Launching in December 2023, Copilot Chat will utilize GPT-4 to revolutionize coding in natural language, becoming a universal tool for developers worldwide to streamline their workflow.

3. GitHub Copilot Enterprise: Set for release in February 2024, Copilot Enterprise will offer personalized AI capabilities, tailored to an organization's codebase, enhancing productivity with enterprise-level security and privacy.

4. GitHub Copilot Workspace: Set to release in 2024, this platform will assist developers in generating implementation plans by combining the details of the issue with the knowledge of the codebase and the reasoning capabilities of GPT-4, testing code, and fixing errors seamlessly, seamlessly turning ideas into code.

Top 10 Innovations Stemming From Multimodal ChatGPT 💡

It's been just 3 days since OpenAI launched GPTs. GPT-4V(ision) API and GPTs have already taken the internet by storm and blown everyone's mind! Here are 10 amazing things people have already built with it:

1. GPT-4 Vision combined with Text-to-Speech API lets you create a dynamic AI sports commentator that can narrate football videos.

2. Replace your yoga instructor with GPT-4 Vision, offering pose analysis and feedback for your yoga practice.

3. Witness AI debate with GPT v/s GPT, where two AI Assistants converse using the Assistants API.

4. Roast My Website combines GPT-4 Vision and Text-to-Speech APIs to humorously critique website designs.'

5. Optimize your social media strategy with GPT Builder, fine-tuning posts for maximum engagement.

6. Meet AGI .zip, the world's 1st custom GPT built in the new GPT Builder to make GPT-4 Turbo go even faster.

7. GPT-4 Vision with Text-to-Speech API explores the web to discover this year's Coachella lineup and curate a playlist featuring the event's top acts.

8. GPT-4's expansive context capabilities can fully ingest a YouTube transcript, providing summaries and elaborating upon request.

9. From simple mockups to HTML website in 5 mins using GPT-4 vision API.

10. Wanderlust, a futuristic AI travel app demo by the OpenAI team.

Here's the complete compilation of these remarkable applications.

VR Walkable World with Next-Level Realism 🌌

Researchers at Meta release VR-NeRF, redefining the VR experience by capturing, reconstructing, and rendering high-fidelity walkable spaces in real-time with unparalleled detail using neural radiance fields.

Key Features:

1. The system incorporates a custom multi-camera rig capable of capturing walkable spaces with thousands of 50-megapixel high dynamic range (HDR) images, surpassing existing datasets by orders of magnitude.

2. VR-NeRF adapts the neural radiance fields (NeRFs) approach to accommodate large-scale, high-dynamic-range datasets, introducing a new perceptually based color space and a real-time-capable mipmapping technique to ensure high-quality rendering.

3. With a custom multi-GPU renderer, the system achieves consistent, high-fidelity rendering at the full resolution of the Quest Pro VR headset (dual 2K×2K eye buffers) at an impressive frame rate of 36 Hz, providing users with an immersive and seamless VR exploration experience.

State of LLM Apps 2023 ⌖

In the latest analysis of LLM-powered Streamlit apps, several key trends have emerged, shedding light on the current state of LLM app development.

Key Highlights:

1. A staggering 71% of LLM apps are built using OpenAI’s GPT models, solidifying OpenAI's position as the go-to choice for developers due to its pioneering research, high-quality outputs, and accessible API.

2. 57% of applications utilize orchestration frameworks like LangChain and LlamaIndex, allowing for the augmentation of LLM capabilities and comprehensive management of AI reasoning, bias correction, and integration of external data sources.

3. A significant 28% of apps (with a weekly upward trend) are integrated with chatbot functionalities, fostering an environment for users to engage in iterative refinement and fluid, human-like conversations with LLMs.

Tools of the Trade ⚒️

• Lingtual: A no-code AI platform for easy building, testing, and deployment of AI workflows and applications with drag-and-drop interface, Smart Builder, and built-in scalability.

• AllGPTs: A comprehensive online resource that lists various GPT models, Al agents, and applications. It's a one-stop destination for finding and exploring Al-driven solutions.

• SynthMind AI: Provides autonomous AI agents to streamline various work processes, such as generating meeting minutes and conducting company research, making work more efficient and productive.

• Re:catch: AI tool that automates inbound lead management, including lead capture, qualification, routing, and scheduling, to enhance and accelerate your sales pipeline.

Hot Takes 🔥

1. Any startups working on open sourcing nuclear weapons designs? ~ Bojan Tunguz

2. hope i am proven wrong in my fear that "GPTs" will 100x this tech's reputation for vaporous demoware ~ Charles Frye

Meme of the Day 🤡

That’s all for today!

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