Category
Technologies
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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Amazon Nova Models: A Guide With Examples
Learn about the new Amazon Nova models (Micro, Lite, Pro, Premier, Canvas, Reel), how to access them through the Bedrock Playground and API, and how to build a demo multi-agent app.
Hesam Sheikh Hassani
December 9, 2024
Anthropic's Contextual Retrieval: A Guide With Implementation
Learn how Anthropic's contextual retrieval improves the accuracy of retrieval systems and how to implement it step-by-step.
Ryan Ong
November 29, 2024
Microsoft's TinyTroupe: A Guide With Examples
Learn how to use Microsoft’s TinyTroupe to simulate interactions between AI personas with distinct characteristics for different purposes.
Hesam Sheikh Hassani
November 28, 2024
Pixtral Large: A Guide With Examples
Learn how to use Mistral’s Pixtral Large via Le Chat or access it programmatically through the API on La Plateforme.
Aashi Dutt
November 27, 2024
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
November 20, 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
November 19, 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
November 13, 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
November 13, 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
November 8, 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
November 4, 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
November 1, 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
October 31, 2024