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📰 Medium · RAG

982 articles · Updated every 3 hours · View all reads

All Articles 67,615Blog Posts 99,886Tech Tutorials 16,344Research Papers 13,813News 12,550 ⚡ AI Lessons
RAG, Function Calling, MCP, and Semantic Kernel for .NET Developer
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1h ago
RAG, Function Calling, MCP, and Semantic Kernel for .NET Developer
My journey from confusion to understanding when to use RAG, Function Calling, MCP and Semantic Kernel in real-world AI applications Continue reading on Medium »
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RAG vs Long-Context LLMs: What the Latest Research Really Says
Medium · RAG 1h ago
RAG vs Long-Context LLMs: What the Latest Research Really Says
A Practical Guide to Retrieval-Augmented Generation, Long-Context Models, and the Future of AI Knowledge Systems Continue reading on Medium »
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Seu agente corporativo não precisa de mais RAG. Precisa de memória
Medium · RAG 1h ago
Seu agente corporativo não precisa de mais RAG. Precisa de memória
0,12% de parâmetros mudam como agentes de IA lembram, investigam e trabalham. Continue reading on Medium »
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Self-healing RAG: turning the pipeline from a straight line into a loop that inspects its own work
Medium · RAG 3h ago
Self-healing RAG: turning the pipeline from a straight line into a loop that inspects its own work
What happens when you stop trusting retrieval. The architectural rewrite, the eval deltas, and the UI hook that makes it demoable. Continue reading on Medium »
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RAG em Produção: Escalando IA com Busca Vetorial e Contexto
Medium · RAG 3h ago
RAG em Produção: Escalando IA com Busca Vetorial e Contexto
Para mitigar a natureza probabilística e as alucinações inerentes aos LLMs, o padrão ouro da indústria para acoplar conhecimento externo… Continue reading on Me
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Observability in Enterprise RAG Systems: Monitoring, Tracing, Evaluation, and Reliability
Medium · RAG 4h ago
Observability in Enterprise RAG Systems: Monitoring, Tracing, Evaluation, and Reliability
Retrieval-Augmented Generation (RAG) systems have become one of the most important architectural patterns in enterprise AI. Organizations… Continue reading on M
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Building an AI Assistant for a CRM Product: The Architecture That Actually Works
Medium · RAG 6h ago
Building an AI Assistant for a CRM Product: The Architecture That Actually Works
Your AI chatbot is giving bad answers. You are probably blaming the wrong thing. Continue reading on Medium »
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Introduction to RAG: How Retrieval-Augmented Generation Works
Medium · RAG 7h ago
Introduction to RAG: How Retrieval-Augmented Generation Works
Ask a large language model a general question, and it can often give you a smooth, useful answer. Ask it a question about last week’s… Continue reading on Mediu
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From Keywords to Semantics: A Beginner’s Guide to Vector Databases
Medium · RAG 8h ago
From Keywords to Semantics: A Beginner’s Guide to Vector Databases
A Vector Database is a specialized type of database built for a specific purpose for storing and searching through unstructured data. Continue reading on Medium
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AGENTICQA: How I Built an AI-Powered Playwright Automation Framework Using Multi-Agent Architecture
Medium · RAG 8h ago
AGENTICQA: How I Built an AI-Powered Playwright Automation Framework Using Multi-Agent Architecture
As a QA Automation Engineer, I’ve often wondered how much of the automation development lifecycle could be delegated to AI. Continue reading on Medium »
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With the Rise of Agentic AI, Should You Still Code?
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
With the Rise of Agentic AI, Should You Still Code?
The answer is a resounding yes. Continue reading on Medium »
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Vectorless RAG
Medium · RAG 11h ago
Vectorless RAG
-Rethinking Retrieval Without Embeddings Continue reading on Medium »
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RAG explained for beginners: build your first retrieval-augmented generation system
Medium · RAG 12h ago
RAG explained for beginners: build your first retrieval-augmented generation system
You type a question into an AI chatbot. It gives you a confident, well-structured answer. Continue reading on Medium »
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From Inverted Indexes to Lakehouses: A Search Engineer’s Guide to Databricks
Medium · RAG 12h ago
From Inverted Indexes to Lakehouses: A Search Engineer’s Guide to Databricks
The Vocabulary Problem Continue reading on Medium »
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Most People Use Vector Databases Wrong
Medium · RAG 13h ago
Most People Use Vector Databases Wrong
Why basic RAG fails at complex questions, and how GraphRAG fixes it. Continue reading on Medium »
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RAG in Practice: Working Example to Get You Started
Medium · RAG 13h ago
RAG in Practice: Working Example to Get You Started
When RAG became popular in 2024, I was looking for a fully working sample, especially implemented in Node.js using TypeScript. Continue reading on Medium »
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HullFT Explained Simply: Making LLMs Adapt at Test Time Without Becoming Too Slow
Medium · RAG 17h ago
HullFT Explained Simply: Making LLMs Adapt at Test Time Without Becoming Too Slow
Imagine you are preparing for an interview. Continue reading on Medium »
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I Measured My RAG After Every Change. Here’s What Actually Moved the Needle.
Medium · RAG 18h ago
I Measured My RAG After Every Change. Here’s What Actually Moved the Needle.
Most RAG tutorials throw 10 libraries at you and call it done. I wanted to understand what was actually happening at each step — so before… Continue reading on
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Building a Production RAG Pipeline: Webhooks, Deduplication, and 40k Documents
Medium · RAG 19h ago
Building a Production RAG Pipeline: Webhooks, Deduplication, and 40k Documents
Building a production RAG pipeline is as much a data engineering problem as it is a machine learning one. Continue reading on Medium »
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Building a Real-Time RAG System That Survives Production Traffic
Medium · RAG 20h ago
Building a Real-Time RAG System That Survives Production Traffic
Most RAG tutorials get you to “it works on my machine.” Production is where the assumptions die: latency budgets, cost spikes, cache… Continue reading on Medium
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Prompting
Medium · RAG 1d ago
Prompting
How prompts shape the behavior of Large Language Models Continue reading on Medium »
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Medium · RAG 1d ago
# I Built a System That Scores Oil Company Climate Claims Against NGO Evidence.
Out of 710 climate pledges that major oil companies made in 2021, how many were actually kept? Continue reading on Medium »
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I went through Scrimba’s AI Engineer Path so you don’t have to
Medium · RAG 1d ago
I went through Scrimba’s AI Engineer Path so you don’t have to
I’m a software engineer who completed Scrimba’s AI engineering path recently, and I figured I’d write something honest about it instead of… Continue reading on
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Medium · RAG 1d ago
RAG overview
## ## Summary for [ ](https://www.youtube.com/watch?v=v0ynfDPpe4E) generated by [Emily](https://meetemily.ai/) Continue reading on Medium »
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