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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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Artificial Intelligence (AI)

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).
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Ryan Ong

June 18, 2024

Artificial Intelligence (AI)

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.
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Dr Ana Rojo-Echeburúa

June 11, 2024

Artificial Intelligence (AI)

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.
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Dimitri Didmanidze

June 10, 2024

Artificial Intelligence (AI)

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.
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Stanislav Karzhev

June 6, 2024

Artificial Intelligence (AI)

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.
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Iván Palomares Carrascosa

June 5, 2024

Artificial Intelligence (AI)

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.
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Moez Ali

May 30, 2024

Artificial Intelligence (AI)

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.
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Abid Ali Awan

May 30, 2024

Artificial Intelligence (AI)

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.
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Abid Ali Awan

May 29, 2024

Artificial Intelligence (AI)

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.
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Zoumana Keita

May 27, 2024

Artificial Intelligence (AI)

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.
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Natasha Al-Khatib

May 27, 2024