I'm already using Codeium for some time in VSC ( instead of Co-Pilot, Cursor) and had these days a great surprise. The Codeium team released an IDE named Windsurf and it really seems to innovate and increase much the level of help to develop / debug / adjust software such as Saas. I hope you enjoy it and leave me your impressions. Here is the link with the video from someone who makes somes comparison with Copilot and cursor. The link for the editor ( Windsurf / Codeium ) is in the video description. https://www.youtube.com/watch?v=qsRNpR5uPUM

https://api-docs.deepseek.com/news/news1120 A run time compute "thinking" model like o1-preview 🔍 o1-preview-level performance on AIME & MATH benchmarks. 💡 Transparent thought process in real-time. 🛠️ Open-source models & API coming soon! 🌐 Try it now at http://chat.deepseek.com

This tutorial demonstrates how to create a SQL agent using Cohere and LangChain. The agent can translate natural language queries coming from users into SQL, and execute them against a database. This powerful combination allows for intuitive interaction with databases without requiring direct SQL knowledge. https://docs.cohere.com/page/sql-agent-cohere-langchain

'I've got all the time in the world.' AI-generated UK grandmother named “Daisy” is trying scammers’ jobs a bit more tedious. UK mobile operator Virgin Media O2 created Daisy in order to speak with bad actors and waste as much of their time as possible. Using ChatGPT-like large language models, Daisy will ramble on about her passion for knitting and tell long-winded, fabricated stories about family members with the goal of keeping scammers on the line. In theory, every minute spent frustratingly chatting with Daisy about its made-up family or daily chores is one less minute a scammer could be targeting a real person. https://www.popsci.com/technology/ai-grandma-scammers/

"Following the release of our latest system level safeguards, today we're sharing new research papers outlining our work and findings on Llama Guard 3 1B & Llama Guard 3 Vision models that support input/output safety in lightweight applications on the edge and in multimodal prompts. Llama Guard 3 1B research paper https://go.fb.me/o8y8m1 Llama Guard 3 Vision research paper https://go.fb.me/1cb0xh Our hope in releasing this research openly is that it helps practitioners build new customizable safeguard models and that this work inspires further research and development in LLM safety."