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Codemonk Stories from adventures in Artificial Intelligence, Machine Learning and Data Science!

Building a Sentiment Analysis Model for Twitter
AI

Building a Sentiment Analysis Model for Twitter (X) - Langflow, LLama2

Discover how to create a sentiment analysis tool for Twitter using Langflow and Llama 2. This no-code guide walks you through building a real-time API for classifying tweets as positive, negative, or neutral, perfect for business insights and analysis.

4 min read· 23 Sep 2024
Karan Kariappa Karan Kariappa
Run Langchain Using Langflow
AI

Run Langchain Using Langflow - Installation Guide and Fundamentals

This guide walks you through installing Langchain and Langflow locally, followed by an exploration of Langflow’s components and GUI. Learn to build visual workflows, connect LLMs, and create content pipelines for tasks like summarization, transcription, and more using a user-friendly interface.

5 min read· 17 Sep 2024
Karan Kariappa Karan Kariappa
RAG-based Blog Writer API with LangChain - Langflow
AI

Creating a RAG-based Blog Writer API with LangChain - Langflow

Discover how to build a RAG-based Blog Writer API using LangChain and Langflow. This guide covers creating a powerful content generation tool that combines retrieval and language models, enhancing accuracy and efficiency in generating high-quality blog posts.

7 min read· 17 Sep 2024
Karan Kariappa Karan Kariappa
Compute-Optimal Approach to Training large language models
AI

The Compute-Optimal Approach to Training large language models (LLMs)

Google's research explores compute-optimal LLM training, comparing weak vs. strong models. Efficient techniques boost performance with limited resources. Study covers cost-effective methods, synthetic data use, and best practices. Learn how to optimize LLM training for better results.

5 min read· 03 Sep 2024
Karan Kariappa Karan Kariappa
Installation of Flux Models through ComfyUI
AI

Installation of Flux Models through ComfyUI

This guide explores prompt engineering for high-quality image generation with Generative AI. It highlights the benefits of Flux by Black Forest Labs, compares it with other AI tools, and offers a step-by-step guide to installing and using ComfyUI for efficient and effective image creation.

3 min read· 23 Aug 2024
Karan Kariappa Karan Kariappa
Generative AI Vs Discriminative AI
Generative AI

Generative AI Vs Discriminative AI - GenAI Explorer

Explore the key differences between Generative AI and Discriminative AI with our comprehensive guide. Understand their unique functions, applications, and how they shape the future of AI technology. Perfect for AI enthusiasts and professionals alike.

6 min read· 12 Aug 2024
Karan Kariappa Karan Kariappa
Gaze Tracking
AI

The Fundamentals of Gaze Tracking

Discover the impact of gaze tracking technology on human behavior. Explore applications and insights in this journey with Codemonk.

10 min read· 08 May 2024
Varad Vinayak Kajarekar Varad Vinayak Kajarekar
Loss Landscape (Finding global minima point using optimisation algorithm)
AI

A Gentle Introduction to Multi-Objective Optimisation

A beginner-friendly introduction to understanding Multi-Objective optimisation core concepts, addressing problems of applying 1D optimisation in Multi-Objective tasks and the usefulness of multi-objective approaches in many real-life examples.

9 min read· 23 Feb 2022
Abhishek C.V. Salian Abhishek C.V. Salian

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