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Sunil Ramlochan

Sunil Ramlochan

Bridging AI theory with Practice and Implementation

523 posts

Posts by Sunil Ramlochan

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Improving Large Language Models with Retrieval Augmented Generation Featured Post

Lesson

Redefining AI Conversations: How Retrieval Augmented Generation is supercharging Large Language Models for a smarter future.

Improving Large Language Models with Retrieval Augmented Generation

The Generative AI Revolution: An Introduction to Retrieval Augmented Generation

The release of ChatGPT in November 2022 sparked tremendous excitement about the potential for large language models (LLMs) like it to revolutionize how people and organizations use AI. However, in their default form, these models have limitations around working with custom data.

This is where the idea of retrieval augmented generation (RAG) comes in. RAG is a straightforward technique that enables LLMs to dynamically incorporate external context from databases. By retrieving and appending relevant data to prompts, RAG allows LLMs to produce high-quality outputs personalized to users' needs.

Since ChatGPT

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The Future is Automated. How AI Will Transform the Job Market

Opinions

Will AI take our jobs or create new ones? Separating hype from reality with these key points.

The Future is Automated. How AI Will Transform the Job Market

AI and automation are set to disrupt the job market on a massive scale in the coming years.

Advances in artificial intelligence and robotics will eliminate many jobs through automation, especially routine tasks, while also creating new types of work. This will require a rethinking of education and training programs to prepare workers for the jobs of the future.

AI and automation will lead to job losses in many industries

  • Jobs involving repetitive, routine tasks are most at risk of being automated away. Any jobs that follow a clear set of rules and can have those rules codified are prime
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Wanted: Chief AI Officer - How to Find Your Trailblazing First Chief AI Officer Featured Post

Chief AI Officer

Chief AI Officer job description: Trailblazer seeks uncharted territory. Silver bullet solutions need not apply. Must have passion, flexibility, and prompt engineering expertise. Credentials optional.

Wanted: Chief AI Officer - How to Find Your Trailblazing First Chief AI Officer

As artificial intelligence becomes increasingly crucial to business strategy and operations, many companies are creating a new C-suite role: the Chief AI Officer. But how do you find the ideal candidate to be your organization's first CAIO? The key is prioritizing passion and adaptability over traditional qualifications.

When hiring a pioneering Chief AI Officer, passion and flexibility are more important than credentials and work history.

Rationale: AI is an emerging field undergoing rapid change. The first CAIO will face many unknowns and uncharted territory. Academic degrees and past job experience, while helpful, are secondary to the attitudes and abilities needed

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Microsoft's PromptFlow Brings Powerful AI Capabilities to Everyone

News

AI development made easy. With PromptFlow, complex language models transform into drag-and-drop building blocks for your next brilliant app.

Microsoft's PromptFlow Brings Powerful AI Capabilities to Everyone

Artificial intelligence (AI) has immense potential to transform industries and enhance human capabilities. However, developing and deploying AI applications requires significant technical expertise that limits access for many. PromptFlow aims to change that by making it easy for anyone to create powerful AI apps with no code.

Before we dive into the details of PromptFlow, let's understand why it's a game-changer in the world of LLM app development. PromptFlow is a comprehensive suite of development tools designed to streamline and optimize every aspect of creating low-code AI LLM applications. Unlike its counterparts, PromptFlow offers a range of features that empower

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Is Falcon 180B Really a Llama Killer?

News

Bigger isn't always better. Falcon 180B may boast 3.5 trillion tokens, but this open AI model has a long way to go before it can take down closed-source heavy hitters like Google's PaLM.

Is Falcon 180B Really a Llama Killer?

The recent release of Falcon 180B, an AI model created by the Technology Innovation Institute of Abu Dhabi, has sparked excitement and debate in the AI community. With its massive size of 3.5 trillion tokens, Falcon 180B is positioned as a rival to proprietary models like Google's PaLM and Meta's LLaMA-2. However, a closer examination of the model's capabilities reveals there is still a way to go before Falcon 180B can be considered superior.

Spread Your Wings: Falcon 180B is here
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Falcon-180B
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Featured

Reasoners - A New Approach to Smarter AI

Reasoners “thinking” before responding, improving logic and problem-solving without larger models. They excel in structured tasks but struggle with creativity. A $30 experiment showed this approach could make AI smaller, cheaper, and more efficient, reshaping the future of AI development.

Generative AI - The New Compiler

There’s been a lot of noise lately about AI replacing programmers. Apps like Cursor, Windsurf, Loveable, Cline, Aider, Bolt, and others have sparked heated debates, often painted in stark black-and-white terms: either AI will replace programmers, or it won’t. But that framing misses the point. The truth isn’

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