generative ai

Retrieval Augmented Generation (RAG) & LLM: ExamplesRetrieval Augmented Generation (RAG) & LLM: Examples

Retrieval Augmented Generation (RAG) & LLM: Examples

Last updated: 25th Jan, 2025 Have you ever wondered how to seamlessly integrate the vast knowledge of Large Language Models…

1 month ago
Completion Model vs Chat Model: Python ExamplesCompletion Model vs Chat Model: Python Examples

Completion Model vs Chat Model: Python Examples

In this blog, we will learn about the concepts of completion and chat large language models (LLMs) with the help…

9 months ago
Autoencoder vs Variational Autoencoder (VAE): Differences, ExampleAutoencoder vs Variational Autoencoder (VAE): Differences, Example

Autoencoder vs Variational Autoencoder (VAE): Differences, Example

Last updated: 12th May, 2024 In the world of generative AI models, autoencoders (AE) and variational autoencoders (VAEs) have emerged…

11 months ago
Transfer Learning vs Fine Tuning LLMs: DifferencesTransfer Learning vs Fine Tuning LLMs: Differences

Transfer Learning vs Fine Tuning LLMs: Differences

Last updated: 23rd Jan, 2024 Two NLP concepts that are fundamental to large language models (LLMs) are transfer learning and…

1 year ago
LLM Training & GPU Memory Requirements: ExamplesLLM Training & GPU Memory Requirements: Examples

LLM Training & GPU Memory Requirements: Examples

As data scientists and MLOps Engineers, you must have come across the challenges related to managing GPU requirements for training…

1 year ago
Distributed LLM Training & DDP, FSDP Patterns: ExamplesDistributed LLM Training & DDP, FSDP Patterns: Examples

Distributed LLM Training & DDP, FSDP Patterns: Examples

Training large language models (LLMs) like GPT-4 requires the use of distributed computing patterns as there is a need to…

1 year ago
Transformer Architecture Types: Explained with ExamplesTransformer Architecture Types: Explained with Examples

Transformer Architecture Types: Explained with Examples

Are you fascinated by the power of deep learning large language models that can generate creative writing, answer complex questions,…

1 year ago
Blueprint: Deploying Generative AI ApplicationsBlueprint: Deploying Generative AI Applications

Blueprint: Deploying Generative AI Applications

In this blog, we will learn about a comprehensive framework for the deployment of generative AI applications, breaking down the…

1 year ago
BERT vs GPT Models: Differences, ExamplesBERT vs GPT Models: Differences, Examples

BERT vs GPT Models: Differences, Examples

Have you been wondering what sets apart two of the most prominent transformer-based machine learning models in the field of…

1 year ago
ChatGPT Prompts Best Practices: ExamplesChatGPT Prompts Best Practices: Examples

ChatGPT Prompts Best Practices: Examples

In this blog, you will learn the best practices you can adopt when writing prompts for ChatGPT. Here is the…

1 year ago
Large Language Models (LLMs) & Semantic Search: ExamplesLarge Language Models (LLMs) & Semantic Search: Examples

Large Language Models (LLMs) & Semantic Search: Examples

Have you ever marveled at how typing a few words into a search engine yields exactly the information you're looking…

1 year ago
Procurement Analytics Use Cases ExamplesProcurement Analytics Use Cases Examples

Procurement Analytics Use Cases Examples

Last updated: 26th Nov, 2023 The procurement analytics applications is seeing tremendous growth in last few years. With so much…

1 year ago
First Principles Thinking using ChatGPTFirst Principles Thinking using ChatGPT

First Principles Thinking using ChatGPT

Have you ever wondered why an object such as a chair is shaped the way it is, or why it's…

1 year ago

Generative AI Framework for Product Managers: Examples

Ever wondered how you as a product manager can stay ahead in the competitive era fuelled by technological advancements such…

1 year ago
OpenAI Python API Example for NLP TasksOpenAI Python API Example for NLP Tasks

OpenAI Python API Example for NLP Tasks

Ever wondered how you can leverage the power of OpenAI's GPT-3 and GPT-3.5 (from Jan 2024 onwards) directly in your…

2 years ago

Architecting a Generative AI Platform for GPT-based LLM Apps

Have you ever wondered how to build a scalable Generative AI platform based on OpenAI GPT models that can serve…

2 years ago