Full-Stack AI at Your Fingertips 😮
PLUS: Google's Generative Search for Teens, Cohere's New Chat API
Today’s top AI Highlights:
Cloudflare Introduces Full-Stack AI Platform and Strategic Partnerships
Google Opens Doors to Generative AI Search for Teens
Amazon’s Bedrock now Generally Available with Upcoming Latest LLMs
Enhance Your AI Chatbot with Cohere's New Chat API
& so much more!
Read time: 3 mins
Latest Developments 🌍
Cloudflare Propels Next-Gen AI Development 🚀
In a series of announcements, Cloudflare has unveiled an innovative full-stack AI platform, accompanied by strategic partnerships, empowering developers to build and deploy cutting-edge AI applications with unprecedented ease and efficiency.
Key Highlights:
Cloudflare has launched a comprehensive end-to-end platform for developers to build full-stack AI applications on its network.
Workers AI: Industry-first first serverless AI at scale, enabling low-latency AI inference close to users.
Vectorize: A global database for AI workflows, reducing latency in vector queries and integrating with the wider AI ecosystem.
AI Gateway: Offers observability and cost management for AI applications, helping developers monitor traffic and control scalability with caching and rate limiting.
Cloudflare is collaborating with NVIDIA for GPUs for hyper-local AI inference and low-latency, Hugging Face for easy model deployment, Microsoft for flexibility to deploy models across devices, networks and clouds, Databricks for MLflow integration, and Meta to bring Llama 2 to Cloudflare's Workers AI worldwide.
Amazon’s “Fully-managed Generative AI Service” 💼
Amazon has launched its Bedrock in general availability, comparable to Google’s Vertex AI platform, allowing AWS customers to build apps with pretrained AI models and integrate them with proprietary data. In the coming weeks, Llama 2 along with models from AI21 Labs, Anthropic, Cohere and Stability AI will also be available on Bedrock.
Amazon has also launched CodeWhisperer Enterprise Tier, a new plan that enables companies to integrate their internal codebases and resources, providing custom code recommendations.
Google Generative AI Search Innovates and Expands ✨
Google is refining and expanding its generative AI capabilities in Search Generative Experience (SGE), with a focus on safety, reliability, and the user experience.
Key Highlights:
Google is now extending access to SGE to teens aged 13-17 in the US, maintaining a strong focus on safety and appropriateness for this age group.
Google is providing an AI Literacy Guide to help teens and parents understand the capabilities and limitations of generative AI. "About this result" is being introduced to provide context on how SGE generated responses.
SGE is also evolving to include images and video in its search results summary box.
AI Chatbots: Customized, Credible, and Current 🤖
Cohere introduces Chat with Retrieval-Augmented Generation (RAG), a Chat API with RAG for empowering developers to create dynamic conversational AI experiences with grounded, verifiable content.
Key Highlights:
This API seamlessly integrates Command's (Cohere’s flagship LLM) capability into applications, offering developers control over model customization, temperature adjustments, and chat history utilization.
RAG improves the accuracy and credibility of generative AI by incorporating external data sources like web searches, making AI responses more relevant, up-to-date, and verifiable.
Developers can use the Chat API with RAG in document mode, query-generation mode, or connector mode. Cohere plans for a broader connector ecosystem to simplify integration with enterprise data sources.
Tools of the Trade ⚒️
Zapier Canvas: AI-assisted tool to diagram business processes and automate them within Zapier, simplifying workflow design and optimization.
Rose AI: Accelerates research by automating data discovery, cleaning, visualizing, and uses LLMs to parse and visualize information based on text prompts.
BildrX: Transforms your app ideas into reality effortlessly, empowers you to design, build, and launch your app without needing to write a single line of code.
MindOne AI: Provides access to top AI models through single subscription and a unified mobile interface, from style-based image generation to the latest GPT models.
Carbon AI: Provides smart APIs for developers to quickly integrate unstructured business data into their applications, offering support for various data sources, document management, hybrid search, and more.
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Hot Takes 🔥
honestly i got RLHFed ~ roon
When you inference GPT-4, you're using a tiny fraction of the model's capability.
I might even suspect the average user in their lifetime uses still probably <1% of GPT-4 capability. ~ Harrison KinsleyPeople keep on saying GPT 4 isn't AGI. But, if I had to choose between hiring some of them and having a GPT4 subscription, I'd choose totally not AGI every single time ~ Yacine
Meme of the Day 🤡
That’s all for today!
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