#Rag

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from sc...

Serve Markdown to AI agents and LLMs via the Accept: text/markdown header. Browsers get HTML, agents get clean Markdown.

Hi Hacker News, I'm Louis. I built Screenpipe (https://screenpipe.com), an app that records your screen and audio locally (only!), and gives AI agents a searchable memory of what you've seen, said, and heard.…

If you are building a machine learning portfolio today, it is time to archive your “Titanic Survival...

From Dev Community: Reel VCR for LLM APIs, AI-Generated PySpark & MacOS AI Agent Demo

Most **LLM **apps start with a few hardcoded prompts. Then the project grows, the logic spreads...

Local LLM knowledge base giving bad answers? The fix is almost always the retrieval layer. How to debug chunking, embeddings, and reranking.

From Dev.to - beginners: Building a Personal AI Second Brain: Architecture Decisions That Actually Mattered

Sliding window chunking To understand this method, we need to know about two parameters, window...

LlamaIndex + x711: enrich your RAG pipeline with real-time tools LlamaIndex excels at...

From Dev Community: RAG - Sliding Window, Token Based Chunking and PDF Chunking Packages

From Dev.to - ai: LLM Engineering: Architecting Agentic RAG and Conversational BI

From Dev.to - python: I Built My First AI Infrastructure Package for Python — Introducing NeuroMesh AI 🚀

From Dev Community: The End of the Memory Tax: How Google’s TurboQuant is Rewriting the Rules of Local RAG Systems

Agentic AI: a tech lead's glossary Study notes from coursers like Pluralsight on agentic...

When I set out to evaluate retrieval configurations for Portuguese clinical text, I expected one...

From Dev.to - ai: How I Built a Fully Local AI F1 Pit-Wall Using LLaMA 3, RAG, and Real-Time Telemetry

Large Language Models (aka LLMs) have a memory problem: their knowledge stops the day their training...

A RAG (Retrieval-Augmented Generation) chatbot answers questions based on your own documents — not...

From Dev Community: Claude Code 'Run Until Done' Mode, AI Concierge, & Mythos Scan for Curl Bugs