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LLM Tutorials
Keep up to date with the latest news, techniques, and resources for Large Language Models. Our tutorials are full of practical walk throughs & use cases you can use to upskill.
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Late Chunking for RAG: Implementation With Jina AI
Learn how to implement late chunking with Jina AI to improve context preservation and retrieval accuracy in RAG applications.
Ryan Ong
20 listopada 2024
Prompt Caching: A Guide With Code Implementation
Learn what prompt caching is and how to use it with Ollama to optimize LLM interactions, reduce costs, and improve performance in AI apps.
Aashi Dutt
19 listopada 2024
Recursive Retrieval for RAG: Implementation With LlamaIndex
Learn how to implement recursive retrieval in RAG systems using LlamaIndex to improve the accuracy and relevance of retrieved information, especially for large document collections.
Ryan Ong
13 listopada 2024
HumanEval: A Benchmark for Evaluating LLM Code Generation Capabilities
Learn how to evaluate your LLM on code generation capabilities with the Hugging Face Evaluate library.
Abid Ali Awan
13 listopada 2024
Speculative Decoding: A Guide With Implementation Examples
Learn what speculative decoding is, how it works, when to use it, and how to implement it using Gemma2 models.
Aashi Dutt
8 listopada 2024
How to Use GPT-4o Audio Preview With LangChain and ChatOpenAI
Learn how to use OpenAI’s gpt-4o-audio-preview model with LangChain to build voice-enabled applications that include audio input, transcription, and generation.
Dr Ana Rojo-Echeburúa
4 listopada 2024
Local AI with Docker, n8n, Qdrant, and Ollama
Learn how to build secure, local AI applications that protect your sensitive data using a low/no-code automation framework.
Abid Ali Awan
1 listopada 2024
How to Run Llama 3.2 1B on an Android Phone With Torchchat
Get step-by-step instructions on how to set up and run Llama 3.2 1B on your Android device using the Torchchat framework.
François Aubry
31 października 2024
Runway Act-One Guide: I Filmed Myself to Test It
Learn how to use Runway Act-One through both the web interface and its API, and discover how to combine it with Runway Gen3-Alpha.
François Aubry
29 października 2024
How to Build User Interfaces For AI Applications Using Streamlit And LangChain
Learn to build AI chatbots with Streamlit, LangChain, and Neo4j. This tutorial covers creating UIs for LLM apps, implementing RAG, and deploying to Streamlit Cloud.
Bex Tuychiev
15 października 2024
OpenAI Realtime API: A Guide With Examples
Learn how to build real-time AI applications with OpenAI's Realtime API. This tutorial covers WebSockets, Node.js setup, text/audio messaging, function calling, and deploying a React voice assistant demo.
François Aubry
11 października 2024
Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset
Discover Microsoft's new LLM series and boost your model's accuracy from 65% to 86% by fine-tuning it on the E-commerce classification dataset.
Abid Ali Awan
10 października 2024