What are Vector Databases?
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by γγ«γγ on Unsplash Introduction Vector databases are databases designed specifically for storing vector embeddings. If a vector is a data representation having magnitude and direction, what then are vector embeddings? Vector embeddings …
This AI newsletter is all you need #99
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was a huge week for new model releases, with Alphafold-3 and GPT-4o both unlocking many new capabilities and AI use cases in very …
Kubernetes 101: Grasping the Fundamentals ☸οΈ
Author(s): Afaque Umer Originally published on Towards AI. Kubernetes 101: Grasping the Fundamentals ☸οΈ Photo by Andrea Zanenga on Unsplash The Problem βοΈ Itβs no secret that the craze for running containerized applications has surged in recent years. The demand for container …
Build E2E CI/CD Pipeline using GitHub Actions, Docker & Cloud
Author(s): ronilpatil Originally published on Towards AI. Image by Author Hi folks, Are you ready to revolutionize your ML project workflow? Letβs implement an end-to-end CI/CD pipeline for a machine learning project using GitHub Actions, Docker, Docker Hub, and Render. From version …
This AI newsletter is all you need #98
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were again watching developments in AI-powered robots and LLMs. A collaboration between Nvidia and UPenn released DrEureka, a new open-source model …
A local YouTube Q&A Engine using Llama.cpp and Microsoft Phi-3-Mini
Author(s): Vatsal Saglani Originally published on Towards AI. The cheapest and easiest way for Video Question AnsweringImage by ChatGPT In my last blog about Microsoft-Phi-3-Mini, I discussed how Small language models (SLMs) like the Phi-3-Mini help with quick experimentations on a userβs …
SaaS-based Engineering Tool Onboarding with AI Assistance
Author(s): Jun Li Originally published on Towards AI. Image generated by Author using DALL-E Table of content Β· OverviewΒ· Application designΒ· Implement the application β Define graph nodes β Define graph edges β Memory and states β Add new services β Chat …
This AI newsletter is all you need #97
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Our focus this week was on real-world testing and fine-tuning of LLama-3 and Phi-3, as well as some exciting progress in medical AI. We …
Snowflakeβs New LLM is Open Source and Built for the Enterprise
Author(s): Jorge AlcΓ‘ntara Barroso Originally published on Towards AI. Snowflakeβs New Arctic LLM is Open Source and Built for Enterprise ππ‘ππ ππ ππ’π§πππ«? ❄ A new chill model is breaking the ice this spring: Snowflakeβs Arctic is served mixed, cool, and open-source …
Unraveling the Web: Navigating Databases in Web Technology
Author(s): Bhavesh Agone Originally published on Towards AI. Data is the foundation of how todayβs websites and apps function. Items in your shopping carts, comments on all your posts, and changing scores in a video game are examples of information stored somewhere …
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