Large Language Models
by
Pranav Patel
Using Low-rank adaptation (LoRA) and other PEFT techniques can help you train LLMs and other models faster and in a much cheaper way.
Chatbots
Pranav
Learn how to build a custom GPT-4 chatbot on a knowledge base. GPT-4 models can be customized with prompt engineering to provide personalized responses to user queries in any domain.
Computer Vision
Yash Sonawane
In this blog we talk about crowd management and how to build cloud and on-edge systems to do crowd management in realtime.
AI in Sport Analysis
In this blog we show how you can use AI and ball tracking techniques for sport analysis and improve performance of players in games like basketball, soccer, football, cricket, etc. We compare the new approaches and the old too.
AI in Hiring Automation
Yash Sonawale
In this detailed guide, we talk about how LLMs can be used to automate hiring by a lot and be an major upgrade from the old ATS systems. We show how to build and present our own open source solution for people to work with.
PEFT Finetuning
In this blog we provide detailed explanation of how QLoRA works and how you can use it in hugging face to finetune your models. We also touch on the lastest quantization and LoRA based training methods!
Prompt Engineering
Maithili Badhan
In this post we review advanced prompt engineering techniques like chain of thought (CoT) prompting, self consistency, ReAct, ToT, etc for production grade prompts.
In-depth Guide to prompting LLMs via ReACT prompting and how to build production grade agentic systems using ReACT.
LLMs in Document Processing
IDP processing is at the core of many large scale companies, in this blog we will talk about what exactly an IDP system is made of and how you can build and optimize your own IDP using LLMs and new techniques.
LLMs
Mathavan
Comprehensive guide to building an enterprise grade customer support bot using LLMs and advanced escalation and ticketing systems.
AI in Maintenance
In this study we show how AI and Machine Learning can be used to preserve industrial machinery and do maintenance before the breakdown happens
NLP in Accounting
Deep dive into how LLMs and NLP in accounting can save a lot of time and resources
AI Generated Podcasts
Learn how to generate podcasts using voice cloning via Eleven Labs and LLM agents architecture
Audio Cloning and TTS
In this blog we show how you can build a pipeline to clone anybody's voice using AI tools like Bark, Open Voice and Coqui and use it for your custom TTS pipelines.
