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:
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.
Dr 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
Fine-Tuning Llama 3 and Using It Locally: A Step-by-Step Guide
We'll fine-tune Llama 3 on a dataset of patient-doctor conversations, creating a model tailored for medical dialogue. After merging, converting, and quantizing the model, it will be ready for private local use via the Jan application.
Abid Ali Awan
May 30, 2024
How to Run Llama 3 Locally: A Complete Guide
Run LLaMA 3 locally with GPT4ALL and Ollama, and integrate it into VSCode. Then, build a Q&A retrieval system using Langchain, Chroma DB, and Ollama.
Abid Ali Awan
May 29, 2024
Snowflake Arctic Tutorial: Getting Started With Snowflake's LLM
Snowflake Arctic is a family of enterprise-grade language models designed to simplify the integration and deployment of AI within the Snowflake Data Cloud.
Zoumana Keita
May 27, 2024
Gemini 1.5 Pro API Tutorial: Getting Started With Google's LLM
To connect to the Gemini 1.5 Pro API, obtain your API key from Google AI for Developers, install the necessary Python libraries, and send requests and receive responses from the Gemini 1.5 Pro model.
Natasha Al-Khatib
May 27, 2024
How to Use Power BI Copilot in Microsoft Fabric
Explore how Power BI Copilot works. Learn about its features, pricing, and practical applications.
Laiba Siddiqui
May 24, 2024
How to Use GitHub Copilot: Use Cases and Best Practices
Explore how GitHub Copilot works with Visual Studio Code. Learn about its features, pricing, and practical applications for students and developers.
Eugenia Anello
May 23, 2024