I've spent the last decade helping startups navigate the digital landscape. I co-founded a digital agency some years ago and I was lucky to meet and work with so many great people in the industry.
General
Don't skip securing your RAG app like you skip leg day at the gym! Here's what Prompt Injection is, how it works, and what you can do to secure your LLM-powered application.
General
Here are five of the best movies and TV shows about artificial intelligence that I recommend you should watch if you haven't.
General
Today, we're going to take a look at Haystack, LangChain, and LlamaIndex and how these tools make it easy for us to build RAG apps.
General
In the age of AI and NLP apps, Vector databases have become more popular than ever. Learn why and see how you can potentially make use of them in your RAG app.
Programming
If you're wondering how you can convert the text returned by an LLM to a Pydantic (JSON) model in your Python app, this post is for you.
Machine Learning
In this post, we're going to define what fine-tuning and vector embeddings are and look at which approach could be better suited for your specific use case.
News
Microsoft Bing and OpenAI's ChatGPT are coming for Google Search. The popular chatbot is now connected to the internet and leaps beyond its September 2021 barrier.
Programming
LLMs are stateless, meaning they do not have memory that lets them keep track of conversations. However, using LangChain we'll see how to integrate and manage memory easily.
News
In this post, we're going to take a look at Slack, Microsoft Teams, and Zoom and how they are leveraging generative AI technology to empower your team to do more with less.
General
In this post, we're going to define what machine learning is and how computers think and learn. We're also going to look at some history relevant to the development of the intelligent machine.
Programming
In this post, we're going to look at how you can use LangChain and OpenAI's GPT model to convert natural language queries to SQL, execute them, and get an answer from your database in plain English.
Product Reviews
In this post, we're going to take a look at Stable Audio, the first model that is able to generate high-quality music for commercial use. Yes, you heard that right music producers. Change is coming, and it's coming faster than you think.
Programming
In this post, we'll briefly compare LangChain and LlamaIndex and look at the key features of each solution so that you can choose which is the best suited for your next LLM-powered app.
General
Here are five reasons why you should integrate AI into the workplace to stay ahead of competitors!
Programming
In this post, we're going to go over some important concepts as well as discuss the low-level interface to customize persisting and retrieving data using LlamaIndex.
Programming
In this post, we're going to see how we can use LlamaIndex's PDF Loader Data Connector to ingest data from the Domino's Pizza Nutritional Information PDF, then query that data, and print the LLM's response.
