Kernel Methods - RBF kernel function 在高维空间计算点积方面表现更优异 [1] - Kernel trick 的复杂度与数据点总数呈二次方关系 [1] Computational Complexity - Kernel trick 在处理大量数据时可能面临计算复杂性挑战 [1]

机器学习面试准备 - 文档模拟机器学习面试场景 [1] - 面试问题聚焦于 Kernel Trick 的本质 [1] Kernel Trick 概念解析 - Kernel Trick 被称为 "Trick" 的原因分析 [1] - 提供 Kernel Trick 的数学解释 [1]

RT Avi Chawla (@_avichawla)3 prompting techniques for reasoning in LLMs: https://t.co/UAW6kQ1gPl ...

RT Avi Chawla (@_avichawla)DeepMind built a simple RAG technique that:- reduces hallucinations by 40%- improves answer relevancy by 50%Let's understand how to use it in RAG systems (with code): ...

RAG技术提升 - DeepMind 开发了一种简单的 RAG 技术，将幻觉减少 40% [1] - 该技术将答案相关性提高了 50% [1] RAG系统应用 - 行业正在探索如何在 RAG 系统中使用该技术（附带代码）[1]

Run the appBeam launches the container and deploys our streamlit app as an HTTPS server that can be accessed from a web browser.In the video, our workflow is able to answer a query that's unrelated to the document. The evaluation step makes this possible.Check this 👇 https://t.co/bwmQ5GRYXU ...

DeepMind built a simple RAG technique that:- reduces hallucinations by 40%- improves answer relevancy by 50%Let's understand how to use it in RAG systems (with code): ...

Platform Overview - Sim is a lightweight, user-friendly platform designed for building AI agent workflows rapidly [1] - The platform offers native support for all major LLMs (Large Language Models) and Vector DBs (Vector Databases) [1] - Sim is 100% open-source [1] Community Engagement - The open-source project has garnered significant attention, evidenced by over 7 thousand stars [1]

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Figma canvas to build AI agent workflows.Sim is a lightweight, user-friendly platform for building AI agent workflows in minutes.It natively supports all major LLMs, Vector DBs, etc.100% open-source with 7k+ stars! https://t.co/CgJHf8do5U ...

Key Advantages of Sim - Sim offers an intuitive interface [1] - Sim features a state-of-the-art copilot for faster builds [1] - Sim supports AI-native workflows for intelligent agents [1] Competitive Positioning - Sim outshines n8n [1] Resources - GitHub repo available for Sim [1]