AI/ML Resources

How To Fine-Tune Large Language Models: A Step-By-Step Guide

In 2023, the rise of Large Language Models (LLMs) like Alpaca, Falcon, Llama 2, and GPT-4 indicates a trend toward AI democratization.

December 7, 2023

by Prem Bhardwaj

· 4,199 Views · 2 Likes

How To Address Relevancy Challenges in Retrieval Augmented Generation

In part 1, see how suboptimal embedding models, inefficient chunking strategies, and a lack of metadata filtering can make it hard to get relevant responses from your LLM.

December 6, 2023

by Chris Latimer

· 3,286 Views · 2 Likes

New LAMP Stack: Illuminating Innovation in Generative AI Development

The LAMP stack is becoming essential for generative AI development and deployment in various domains.

December 6, 2023

by Richard Shan

· 4,671 Views · 3 Likes

Transforming BFSI Services Using the Power of Generative AI Features in GCP

The convergence of Generative AI (Gen AI) services on cloud platforms offers unprecedented opportunities for industrial innovation in sectors like BFSI sectors.

December 6, 2023

by Sachin Chandra

· 3,022 Views · 2 Likes

Llama 2: Meta's Large Language Model Explained in Detail!

Want to know more about Meta’s Llama 2? Here’s a comprehensive beginner’s guide with everything you need to know — from the basics to advanced specifications.

December 6, 2023

by Pavan Belagatti

CORE

· 4,269 Views · 4 Likes

Generative AI in DevOps: A Smart (and Impactful) Way to Achieve Peak DevOps Performance

Examine the ways that generative AI in DevOps can improve teamwork, expedite procedures, and create a workplace that is more agile and efficient.

December 6, 2023

by Pritesh Patel

· 2,582 Views · 2 Likes

Power of AI Language Models for React Developers: A Comprehensive Guide

In this blog, we will delve into the synergy between AI-Language Models and React, exploring how this collaboration can elevate the capabilities of developers.

December 6, 2023

by Atul Naithani

· 4,658 Views · 3 Likes

An Executive Architect’s Approach to FinOps: How AI and Automation Streamline Data Management

FinOps is an evolving cloud financial management discipline and cultural practice that enables organizations to get maximum business value.

December 5, 2023

by Bruce McCormack

· 5,347 Views · 3 Likes

Question Answering Tutorial With Hugging Face BERT

In this tutorial, we will build a question answering AI using context, enabling it to adeptly tackle and respond to a broader spectrum of conversational inquiries.

December 5, 2023

by Kevin Vu

· 2,567 Views · 3 Likes

Revolutionizing Customer Relationships: Exploring the Synergy of CRM With Chat and React.js

This blog post delves into the symbiotic relationship between CRM, real-time chat applications, and the React.js library.

December 5, 2023

by Atul Naithani

· 4,108 Views · 3 Likes

My Top Picks of Re:Invent 2023

AWS Re:Invent 2023 has wrapped up. In this article, review some of the top announcements from this event.

December 5, 2023

by Abhishek Gupta

CORE

· 3,390 Views · 2 Likes

Harnessing the Power of APIs: Shaping Product Roadmaps and Elevating User Experiences through Authentication

APIs drive product features, speed, and scalability. Authentication is crucial for onboarding and personalization. The future is AI-auth and API innovation.

December 4, 2023

by Lakshmi Sushma Daggubati

· 4,432 Views · 1 Like

Data Integration and AI-Driven Insights

Exploring the transformative synergy between Data Integration and AI for enhanced decision-making and automation across industries.

December 4, 2023

by Theresa Campbell

· 2,777 Views · 2 Likes

Using Unblocked to Fix a Service That Nobody Owns

It is commonplace for services to be owned by no one. See how easy it is to understand and fix a service with very little documentation and the magic of Unblocked.

December 4, 2023

by John Vester

CORE

· 66,647 Views · 4 Likes

Data Observability: Reliability in the AI Era

For GenAI, data observability must prioritize resolution, pipeline efficiency, and streaming and vector infrastructures.

December 2, 2023

by Lior Gavish

· 3,453 Views · 2 Likes

Keeping AI Infrastructure Costs Down With API Governance

API governance can help organizations control AI infrastructure costs by optimizing resource allocation, monitoring usage, enhancing security, and more.

December 2, 2023

by Rachael Kiselev

· 3,139 Views · 2 Likes

Navigating Software Leadership in a Dynamic Era

Explore why leading in software isn't a static ride. Learn the risks of past success reliance, the dangers of detachment, and the importance of continual learning. Adapt, shatter illusions, and understand the evolution, including emerging roles like the Staff Engineer, bridging coding and strategy in the dynamic realm of software development.

December 2, 2023

by Otavio Santana

CORE

· 6,278 Views · 2 Likes

Building Intelligent Chatbots With Streamlit, OpenAI, and Elasticsearch

Dive into the seamless integration of Streamlit, OpenAI, and Elasticsearch to craft sophisticated and intelligent chatbots for enhanced user experiences.

December 1, 2023

by Rama Krishna Panguluri

· 5,489 Views · 3 Likes

Embeddings and Vector Databases: A Hands-On Guide!

Generative AI is rapidly evolving, transforming the landscape of technology and data management in profound ways. Enter the world of vector databases.

December 1, 2023

by Pavan Belagatti

CORE

· 4,669 Views · 1 Like

Making Spring AI and OpenAI GPT Useful With RAG on Your Own Documents

Discover how to use RAG to improve your document search experience with Spring AI and OpenAI GPT. Learn how to make your own documents more useful.

December 1, 2023

by Sven Loesekann

· 10,548 Views · 7 Likes

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