Start a conversation

Blog

Engineering notes from projects we actually shipped.

Stories from our adventures in Product, Design, Engineering, Culture & more!

Implementation of Private GPTs in supply chain management
Supply chain

Implementation of Private GPTs in supply chain management

Integrating a Private GPT-based Generative AI assistant into supply chain management to process information in real-time, and seamlessly navigate through logistics, demand forecasting, inventory management, freight forwarding, and finance functions

7 min read· 16 Jan 2025
Karan Kariappa Karan Kariappa
MAVLink: The Lingua Franca of Drone Communication
Drone Communication

MAVLink: The Lingua Franca of Drone Communication

Codemonk's recent exploration around vegetation analysis and the autonomous capabilities developed around a custom build quadcopter, we try and understand the kind of value that MAVLink provides to pilots, ground control units/stations, and mission planners alike.

4 min read· 11 Nov 2024
Karan Kariappa Karan Kariappa
Vegetation Analysis and Crop Monitoring Using Autonomous Drone Surveillance
Crop Monitoring

Vegetation Analysis and Crop Monitoring Using Autonomous Drone Surveillance

Codemonk showcases the basic steps needed to configure autonomous flight for surveillance and monitoring over a predefined area from a ground control station located 2KMs away from the vegetation to be surveilled using a rudimentary quadcopter with 4k 60FPS video recording capabilities.

15 min read· 22 Oct 2024
Karan Kariappa Karan Kariappa
Codemonk Skout - Video Intelligence for Football Analytics
Football Analytics

Codemonk Skout - Video Intelligence for Football Analytics

Our video intelligence capabilities are finetuned in accordance with the footballing world, analyzing video feeds frame by frame, identifying objects, people, scenes, and other contextual elements to provide valuable insights to various stakeholders in the sporting value chain

7 min read· 08 Oct 2024
Karan Kariappa Karan Kariappa
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
How to Guide an LLM - Flux Guidance Explained
Generative AI

How to Guide an LLM - Flux Guidance Explained

This article explores Flux Guidance for LLM-based image processing, explaining diffusion models and how to control image generation using ComfyUI. Readers will learn step-by-step techniques to guide AI for creating and modifying high-quality images, perfect for professional and creative use cases.

8 min read· 11 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
Applications of Generative AI
Generative AI

Top 10 Applications of Generative AI in 2024

Discover the top 10 applications of Generative AI in 2024, from revolutionizing content creation and enhancing customer experiences to driving innovation in healthcare, finance, and more. Explore the future today!

5 min read· 01 Aug 2024
Tanuja Pandey Tanuja Pandey
GenAI
Generative AI

The story of GenAI - An Explorer of Fundamental Concepts

Explore the fundamentals of Generative AI with our comprehensive guide, 'The Story of GenAI - An Explorer of Fundamental Concepts.' Discover the technology and its applications.

6 min read· 26 Jul 2024
Karan Kariappa Karan Kariappa
Custom Software Development Outsourcing
Product Development

Custom Software Development Outsourcing: What You Should Know

Learn about the benefits and pitfalls of custom software development outsourcing through real-life case studies of Slack, Alibaba, and Target. Discover how to choose the right partner and manage projects effectively for success.

5 min read· 23 Jul 2024
Tanuja Pandey Tanuja Pandey

Get our thinking

Notes on AI engineering, occasionally.

The same signal as the footer signup — sent when we actually have something worth saying.

you@company.com Subscribe