Introducing the Coralogix CLI: Headless Observability for Every Agent. 
AI guides
Guides and tricks about AI, LLMs and everything in between
All Articles
- All
- AI leadership
- Building AI systems
- Evals
- GenAI observability
- Industries
- LLMs
- Machine learning observability
- ML Metrics
- MLOps
- Use cases
- OTel for AI
Low-Rank Adaptation: A Closer Look at LoRA
TL;DR What is Low-Rank Adaptation (LoRA)? Introduced by Microsoft in 2021, LoRA (Low-Rank Adaptation) is a parameter-efficient fine-tuning technique that adapts general-purpose large language models for specific tasks....
Generative AI in HR: Applications and Risks
Imagine an HR department that can anticipate your next career move before you realize it, customize every encounter, and quickly produce unique training materials. Generative AI is poised...
Top 10 Open Source LLMs to Know in 2024
Last year’s ChatGPT and Midjourney explosion, sparked a race for everyone to develop their own open source LLMs. From Hugging Face’s LLM leaderboard to what seems like a...
How to Build LLM-Based Phone Assistants with OpenAI, Twilio, & Coralogix
From setting reminders, playing music, and controlling smart home devices, LLM-based voice assistants like Siri,...
What Are LLM Jailbreak Attacks?
LLM Jailbreaks involve creating specific prompts designed to exploit loopholes or weaknesses in the language models’ operational guidelines, bypassing internal controls and security measures. In LLMs, “Jailbreaking” means...
AI Gateway: What is it & 5 AI Gateways You Should Know About
The AI landscape is booming, with powerful models and new use cases emerging daily. However,...
Product Managers — You Need ZERO Engineers to Prove That an AI App Can be Built
Integrating artificial intelligence (AI) features has become a hallmark of innovation in product development. Product...
Taming the AI Control Problem and Shaping a Safe Future
The rise of AI is often depicted in movies as a battle between humans and...
Introduction to RAGs: Real-world Applications and Examples
In the world of natural language processing (NLP) and large language models (LLMs), Retrieval-Augmented Generation...
Streamlining GenAI Projects: A Data Science Leader’s Guide
Managing GenAI projects has quickly become a whole new beast. We already know how to...
Generative AI in Retail & E-Commerce
Generative AI (GenAI) is reshaping the way we shop online. The e-commerce sector has quickly leveraged LLMs to generate unique content. Through existing data and NLP models, businesses...
Enhancing RAG Performance Using Hypothetical Document Embeddings (HyDE)
Introduction Discovering information on the internet is like a treasure hunt, and the key to...
