Hướng dẫn LLM

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Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project

Learn how to use Google's Gemini 2.0 Flash model to develop a visual assistant capable of reading on-screen content and answering questions about it using Python.

16 tháng 12, 2024

Qwen 2.5 Coder: A Guide With Examples

Learn about the Qwen2.5-Coder series by building an AI code review assistant using Qwen 2.5-Coder-32B-Instruct and Gradio.

12 tháng 12, 2024

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.

9 tháng 12, 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.

29 tháng 11, 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.

28 tháng 11, 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.

27 tháng 11, 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.

20 tháng 11, 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.

19 tháng 11, 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.

13 tháng 11, 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.

13 tháng 11, 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.

8 tháng 11, 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.

4 tháng 11, 2024