Skip to main content
Category
Technologies

AI Tutorials

Keep up to date with the latest techniques, tools, and research in artificial intelligence. Out AI tutorials will walk you though challenging machine learning models.
Other technologies:
Artificial Intelligence (AI)

Semantic Search with Pinecone and OpenAI

A step-by-step guide to building semantic search applications using OpenAI and Pinecone in Python.

Moez Ali

February 28, 2024

Artificial Intelligence (AI)

Building Intelligent Applications with Pinecone Canopy: A Beginner's Guide

Explore using Canopy as an open-source Retrieval Augmented Generation (RAG) framework and context built on top of the Pinecone vector database.
Kurtis Pykes 's photo

Kurtis Pykes

February 23, 2024

Artificial Intelligence (AI)

An Introduction to Debugging And Testing LLMs in LangSmith

Discover how LangSmith optimizes LLM testing and debugging for AI applications. Enhance quality assurance and streamline development with real-world examples.
Bex Tuychiev's photo

Bex Tuychiev

February 16, 2024

Artificial Intelligence (AI)

Salesforce XGen-7B: A Step-by-Step Tutorial on Using And Fine-Tuning XGen-7B

Most open-source LLMs have one huge drawback - short context length. Since context length is essentially the “memory” of LLMs, this issue needs to be addressed urgently. That’s exactly what Salesforce XGen 7B LLM does - provide an impressive 8k context length. This article is a tutorial on how to use and fine-tune it.
Bex Tuychiev's photo

Bex Tuychiev

February 15, 2024

Artificial Intelligence (AI)

An Introductory Guide to Fine-Tuning LLMs

Fine-tuning Large Language Models (LLMs) has revolutionized Natural Language Processing (NLP), offering unprecedented capabilities in tasks like language translation, sentiment analysis, and text generation. This transformative approach leverages pre-trained models like GPT-2, enhancing their performance on specific domains through the fine-tuning process.
Josep Ferrer's photo

Josep Ferrer

February 14, 2024

Artificial Intelligence (AI)

An Introduction to LMQL: The Bridge Between SQL and Large Language Models

Discover everything you need to know about LMQL, short for Language Models Query Language, an innovative programming language for LLMs.
Kurtis Pykes 's photo

Kurtis Pykes

February 8, 2024

Python

A Deep Dive into the Phi-2 Model

Understanding the Phi-2 model and learning how to access and fine-tune it using the role-play dataset.
Abid Ali Awan's photo

Abid Ali Awan

February 2, 2024

Artificial Intelligence (AI)

How to Build a Chatbot Using the OpenAI API & Pinecone

Step-by-step guide for building LLM-powered Chatbot on your own custom data, leveraging RAG techniques using OpenAI and Pinecone in Python.
Moez Ali's photo

Moez Ali

January 31, 2024

Artificial Intelligence (AI)

What is Google Gemini? Everything You Need To Know About Google’s ChatGPT Rival

Gemini defines a family of multimodal LLMs capable of understanding texts, images, videos, and audio. It’s also said to be capable of performing complex tasks in math and physics, as well as being able to generate high-quality code in several programming languages.
Kurtis Pykes 's photo

Kurtis Pykes

January 30, 2024

Artificial Intelligence (AI)

A Comprehensive Guide to Databricks Lakehouse AI For Data Scientists

This tutorial dives into the Databricks approach to AI & Machine Learning in the Databricks Lakehouse and introduces its latest features.
Arunn Thevapalan's photo

Arunn Thevapalan

January 30, 2024

Artificial Intelligence (AI)

SOLAR-10.7B Fine-Tuned Model Tutorial

A complete guide to using the SOLAR-10.7B fine-tuned model for instruction-based tasks in a real-world scenario.
Zoumana Keita 's photo

Zoumana Keita

January 25, 2024