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Creative Ideas Work

@AdvancedTechBiz

Innovative Ideas change and modernize the world and creative solutions make this world better place to live and grow

Creative Ideas Work reposted

7 Cloud Migration Strategies Every Cloud Engineer Should Know (with scenario questions for interviews) Cloud migration can originate from on-premises infrastructure or from another cloud provider. And it goes beyond just moving data. It's about strategically deciding the best…

livingdevops's tweet image. 7 Cloud Migration Strategies Every Cloud Engineer Should Know 
(with scenario questions for interviews)

Cloud migration can originate from on-premises infrastructure or from another cloud provider.

And it goes beyond just moving data. 
It's about strategically deciding the best…

Creative Ideas Work reposted

Get Started with Docker - the Hands-On Way 🐳 I prepared a learning path with more than a dozen practical problems, augmented with deep theoretical dives and clear technical diagrams. No prior Docker knowledge assumed. Check it out labs.iximiuz.com/skill-paths/do…

iximiuz's tweet image. Get Started with Docker - the Hands-On Way 🐳

I prepared a learning path with more than a dozen practical problems, augmented with deep theoretical dives and clear technical diagrams. No prior Docker knowledge assumed.

Check it out labs.iximiuz.com/skill-paths/do…

Creative Ideas Work reposted

Full Fine Tuning, LoRA and RAG, visually explained:

DailyDoseOfDS_'s tweet image. Full Fine Tuning, LoRA and RAG, visually explained:

Creative Ideas Work reposted

KV caching, clearly explained:

You're in an ML Engineer interview at OpenAI. The interviewer asks: "Our GPT model generates 100 tokens in 42 seconds. How do you make it 5x faster?" You: "I'll optimize the model architecture and use a better GPU." Interview over. Here's what you missed:



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RAG vs Fine-tuning: Which one should you use? When it comes to adapting Large Language Models (LLMs) to new tasks, two popular approaches stand out: Retrieval-Augmented Generation (RAG) and Fine-tuning. They solve the same problem, making models more useful, but in very…


Creative Ideas Work reposted

How to build a vector RAG

Python_Dv's tweet image. How to build a vector RAG

Creative Ideas Work reposted

Everyone's talking about agentic AI, but are we all talking about the same thing? I've noticed people using "agentic architectures" and "agentic workflows" interchangeably. But they're actually quite different concepts that work together. Here's the distinction:…

femke_plantinga's tweet image. Everyone's talking about agentic AI, but are we all talking about the same thing?

I've noticed people using "agentic architectures" and "agentic workflows" interchangeably. 

But they're actually quite different concepts that work together.

Here's the distinction:…

Creative Ideas Work reposted

Your Vector RAG Blueprint. Here’s a clear 9-step pipeline to build a modern Vector RAG system from scratch. 1./ 𝐈𝐧𝐠𝐞𝐬𝐭 & 𝐏𝐫𝐞𝐩𝐫𝐨𝐜𝐞𝐬𝐬 𝐃𝐚𝐭𝐚 ➞ Start with tools like web scraping libraries/services (e.g., Firecrawl), data connectors (e.g., for databases, APIs),…

techNmak's tweet image. Your Vector RAG Blueprint.

Here’s a clear 9-step pipeline to build a modern Vector RAG system from scratch.

1./ 𝐈𝐧𝐠𝐞𝐬𝐭 & 𝐏𝐫𝐞𝐩𝐫𝐨𝐜𝐞𝐬𝐬 𝐃𝐚𝐭𝐚
➞ Start with tools like web scraping libraries/services (e.g., Firecrawl), data connectors (e.g., for databases, APIs),…

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AI agents quick guide

genamind's tweet image. AI agents quick guide

Creative Ideas Work reposted

AI Agents Cheat Sheet ------------ This is a good starting point if you're trying to make sense of AI agents. There’s a lot of talk about agent frameworks right now, but at the core, most of them build on the same set of ideas. This cheat sheet gives a simple overview of the…

techNmak's tweet image. AI Agents Cheat Sheet

------------

This is a good starting point if you're trying to make sense of AI agents.

There’s a lot of talk about agent frameworks right now, but at the core, most of them build on the same set of ideas.

This cheat sheet gives a simple overview of the…

Creative Ideas Work reposted

🛠️🤖 How to build AI agents from scratch (Even if you've never done it before.) 𝗧𝗵𝗲𝘀𝗲 𝗮𝗿𝗲 𝘁𝗵𝗲 𝟴 𝘀𝘁𝗲𝗽𝘀 𝘁𝗼 𝘁𝗮𝗸𝗲, 𝗳𝗿𝗼𝗺 𝗽𝘂𝗿𝗽𝗼𝘀𝗲 𝘁𝗼 𝗨𝗜.

aakashg0's tweet image. 🛠️🤖 How to build AI agents from scratch

(Even if you've never done it before.)

𝗧𝗵𝗲𝘀𝗲 𝗮𝗿𝗲 𝘁𝗵𝗲 𝟴 𝘀𝘁𝗲𝗽𝘀 𝘁𝗼 𝘁𝗮𝗸𝗲, 𝗳𝗿𝗼𝗺 𝗽𝘂𝗿𝗽𝗼𝘀𝗲 𝘁𝗼 𝗨𝗜.

Creative Ideas Work reposted

The Ultimate Tool Stack For AI Agents

Python_Dv's tweet image. The Ultimate Tool Stack For AI Agents

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90% of all new .NET projects in 2026 will use Vertical Slice Architecture Are you still using Clean Architecture or N-Layered? In modern software development, there are 4 popular approaches to structuring your projects: • N-Layered Architecture (Controller-Service-Repository)…

AntonMartyniuk's tweet image. 90% of all new .NET projects in 2026 will use Vertical Slice Architecture

Are you still using Clean Architecture or N-Layered?

In modern software development, there are 4 popular approaches to structuring your projects:

• N-Layered Architecture (Controller-Service-Repository)…

Creative Ideas Work reposted

Types of Database

codek_tv's tweet image. Types of Database

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A breakdown of 𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 𝗶𝗻 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 👇 And yes, it can also be used for LLM based systems! It is critical to ensure Data Quality and Integrity upstream of ML Training and Inference Pipelines, trying to do that in the…

Aurimas_Gr's tweet image. A breakdown of 𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 𝗶𝗻 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 👇 And yes, it can also be used for LLM based systems!

It is critical to ensure Data Quality and Integrity upstream of ML Training and Inference Pipelines, trying to do that in the…

Creative Ideas Work reposted

50 Steps to master Agentic AI in 2025 - 2026

Python_Dv's tweet image. 50 Steps to master Agentic AI in 2025 - 2026

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AI Agent Learning Roadmap

PythonPr's tweet image. AI Agent Learning Roadmap

Creative Ideas Work reposted

Generative AI Tech Stack

Python_Dv's tweet image. Generative AI Tech Stack

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This repository is all you need to learn and build a RAG application! It’s a comprehensive repository covering Retrieval-Augmented Generation from the ground up. Here’s what it covers: • Query Construction – Translating natural language into structured queries (SQL, Cypher,…

Sumanth_077's tweet image. This repository is all you need to learn and build a RAG application!

It’s a comprehensive repository covering Retrieval-Augmented Generation from the ground up.

Here’s what it covers:

• Query Construction – Translating natural language into structured queries (SQL, Cypher,…

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