List: ideas | Curated by Miguel Doctor Yuste

Feb 16, 2025
112 stories
ideas
Bijit Ghosh
Agentic Security FrameworkHackers evolve. Your defenses should too — only faster. One autonomous fix at a time
6d ago
6d ago
Roman Bessouat
Use Reasoning Models Like DeepSeek-R1 to Transform Your RAG into RAT for Smarter AITransform your RAG into RAT with powerful reasoning models like DeepSeek-R1. Unlock smarter, iterative AI for complex problem-solving! 🚀
Jan 25
2
Jan 25
2
In
TDS Archive
by
Uri Gottlieb
From Text to Code: Enhancing RAG with Adaptive Prompt EngineeringExtracting relevant data from structured tables required more than a standard RAG approach. We enhanced prompt engineering with indexed…
Jan 29
Jan 29
Austin Starks
You are an absolute moron for believing in the hype of “AI Agents”.All of my articles are 100% free to read. Non-members can read for free by clicking my friend link!
Jan 11
289
Jan 11
289
In
Artificial Intelligence in Plain English
by
Okan Yenigün
Mastering CrewAI: Chapter 1 — Your First Intelligent WorkflowThe Basics of Agents and Tasks
Dec 10, 2024
Dec 10, 2024
In
Level Up Coding
by
Weining Mai
Finetune Llama3.2:1b for free with Unsloth and use in Ollama locallyA few months ago, when I needed to finetune a multi-modal model, I had to rent an Nvidia GPU from Runpod and setup a virtual environment…
Nov 15, 2024
Nov 15, 2024
In
Artificial Intelligence in Plain English
by
Sreedevi Gogusetty
From RAG to TAG: Leveraging the Power of Table-Augmented Generation (TAG): A Leap Beyond…As artificial intelligence (AI) continues to evolve, so do the methods it uses to interact with and leverage data. Two significant…
Dec 6, 2024
8
Dec 6, 2024
8
In
TDS Archive
by
Thomas Reid
Boost Your Python Code with CUDATarget your GPU easily with Numba’s CUDA JIT
Nov 20, 2024
2
Nov 20, 2024
2
In
TDS Archive
by
Nikola Milosevic (Data Warrior)
How to Easily Deploy a Local Generative Search Engine Using VerifAIAn open-source initiative to help you deploy generative search based on your local files and self-hosted (Mistral, Llama 3.x) or commercial…
Nov 21, 2024
3
Nov 21, 2024
3
In
TDS Archive
by
Eric Broda
Agentic Mesh — Principles for an Autonomous Agent EcosystemFoundational principles that let autonomous agents find each other, collaborate, interact, and transact in a growing Agentic Mesh…
Nov 19, 2024
1
Nov 19, 2024
1
In
TDS Archive
by
Farzad Nobar
Time Series — From Analyzing the Past to Predicting the FutureHow to learn from the past with time series.
Oct 23, 2024
15
Oct 23, 2024
15
In
Dev Genius
by
Tim Urista | Senior Cloud Engineer
Implementing AgentOps for Observability in Foundation Model-Based AgentsAs the capabilities of Large Language Models (LLMs) continue to advance, the development of foundation model-based autonomous agents has…
Nov 15, 2024
Nov 15, 2024
In
TDS Archive
by
Eric Silberstein
Tracing the Transformer in DiagramsWhat exactly do you put in, what exactly do you get out, and how do you generate text with it?
Nov 7, 2024
7
Nov 7, 2024
7
Don Lim
What is 1-bit LLM? — Bitnet.cpp may eliminate GPUsMicrosoft introduces Bitnet.cpp, a lightweight AI model that can run efficiently on a portable device.
Oct 19, 2024
4
Oct 19, 2024
4
In
TDS Archive
by
Daniel Kulik
Beyond RAG: Precision Filtering in a Semantic WorldAligning expectations with reality by using traditional ML to bridge the gap in a LLM’s responses
Nov 12, 2024
1
Nov 12, 2024
1
In
TDS Archive
by
Brian Godsey
The Quest for Production-Quality Graph RAG: Easy to Start, Hard to FinishOvercoming the challenges of productionizing graph RAG
Oct 31, 2024
2
Oct 31, 2024
2
In
TDS Archive
by
Ed Sandoval
GraphRAG in Action: From Commercial Contracts to a Dynamic Q&A AgentA question-based extraction approach
Nov 4, 2024
1
Nov 4, 2024
1
In
Dev Genius
by
Tim Urista | Senior Cloud Engineer
Building a Semantic Search Engine for Internal Documentation: A Comprehensive GuideIntroduction
Oct 29, 2024
1
Oct 29, 2024
1
In
Dev Genius
by
Chanuka Dinuwan
Implementing Feature Flag Management in Your Spring Boot Application Using API Calls and UI with…In modern software development, the ability to control features in a live application without deploying new code is crucial. This…
Aug 25, 2024
2
Aug 25, 2024
2
In
TDS Archive
by
Alex Punnen
Leveraging Smaller LLMs for Enhanced Retrieval-Augmented Generation (RAG)Llama-3.2–1 B-Instruct and LanceDB
Oct 18, 2024
6
Oct 18, 2024
6