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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.
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A Beginner's Guide to The OpenAI API: Hands-On Tutorial and Best Practices
This tutorial introduces you to the OpenAI API, it's use-cases, a hands-on approach to using the API, and all the best practices to follow.
Arunn Thevapalan
October 18, 2023
Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model
Learn how to fine-tune Llama-2 on Colab using new techniques to overcome memory and computing limitations to make open-source large language models more accessible.
Abid Ali Awan
October 19, 2023
How to Run Stable Diffusion
Explore generative AI with our introductory tutorial on Stable Diffusion. Learn how to run the deep learning model online and locally to generate detailed images.
Kurtis Pykes
May 19, 2023
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Cohere Command R+: A Complete Step-by-Step Tutorial
Explore Cohere Command R+ online and locally, learn about the unique features of the Cohere Python API, and build a multi-step AI agent using LangChain and Cohere.
Abid Ali Awan
July 3, 2024
Quantization for Large Language Models (LLMs): Reduce AI Model Sizes Efficiently
A Comprehensive Guide to Reducing Model Sizes
Andrea Valenzuela
June 26, 2024
Claude Sonnet 3.5 API Tutorial: Getting Started With Anthropic's API
To connect through the Claude 3.5 Sonnet API, obtain your API key from Anthropic, install the anthropic Python library, and use it to send requests and receive responses from Claude 3.5 Sonnet.
Ryan Ong
June 26, 2024
LangGraph Tutorial: What Is LangGraph and How to Use It?
LangGraph is a library within the LangChain ecosystem that provides a framework for defining, coordinating, and executing multiple LLM agents (or chains) in a structured and efficient manner.
Ryan Ong
June 26, 2024
What Is One Hot Encoding and How to Implement It in Python
One-hot encoding is a technique used to convert categorical data into a binary format where each category is represented by a separate column with a 1 indicating its presence and 0s for all other categories.
Ana Rojo-Echeburúa
June 26, 2024
Groq LPU Inference Engine Tutorial
Learn about the Groq API and its features with code examples. Additionally, learn how to build context-aware AI applications using the Groq API and LlamaIndex.
Abid Ali Awan
June 21, 2024
Codestral API Tutorial: Getting Started With Mistral’s API
To connect to the Codestral API, obtain your API key from Mistral AI and send authorized HTTP requests to the appropriate endpoint (either codestral.mistral.ai or api.mistral.ai).
Ryan Ong
June 18, 2024
Using a Knowledge Graph to Implement a RAG Application
Learn how to implement knowledge graphs for RAG applications by following this step-by-step tutorial to enhance AI responses with structured knowledge.
Ana Rojo-Echeburúa
June 11, 2024
Prompt Compression: A Guide With Python Examples
Prompt compression is the process of reducing the length of an input prompt while retaining the essential information needed for a language model to understand and generate a relevant response.
Dimitri Didmanidze
June 10, 2024
Deploying LLM Applications with LangServe
Learn how to deploy LLM applications using LangServe. This comprehensive guide covers installation, integration, and best practices for efficient deployment.
Stanislav Karzhev
June 6, 2024
Boost LLM Accuracy with Retrieval Augmented Generation (RAG) and Reranking
Discover the strengths of LLMs with effective information retrieval mechanisms. Implement a reranking approach and incorporate it into your own LLM pipeline.
Iván Palomares Carrascosa
June 5, 2024
Cohere API Tutorial: Getting Started With Cohere Models
Cohere offers powerful large language models for various language tasks through their user-friendly Playground or API.
Moez Ali
May 30, 2024