Evaluating LLMs and RAG Pipelines at Scale
Explore techniques for evaluating Large Language Models and RAG pipelines in production, focusing on Valor, an open-source evaluation service for rigorous real-world testing.
Deploying GenAI Applications to Enterprises: Custom Evaluation Models and LLMOps Workflow - MLOps World
Explore challenges and solutions in deploying conversational AI to enterprises, focusing on accuracy optimization, LLMOps workflows, and infrastructure requirements for scalable implementation.
Reproducibility and Data Version Control for LangChain and LLM/OpenAI Models
Explore reproducibility and data version control for LangChain and LLM/OpenAI models using lakeFS. Learn to manage large datasets efficiently and achieve reproducibility in LLM applications.
Prompt Engineering Tips for Midjourney and Better AI Art
Master 15 essential prompt engineering tips to enhance your Midjourney AI art creation skills, from prioritizing keywords to exploring styles and optimizing formulas for better results.
Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning
Explore LLM-empowered recommendation systems through tool learning, enhancing personalized suggestions and user experiences in information retrieval.
LLaRA: Large Language-Recommendation Assistant
Explore LLaRA, a novel approach integrating large language models with recommender systems for enhanced personalization and user interaction.
How to Call an LLM Directly from SQL
Learn to integrate LLM calls directly into SQL queries, enabling seamless AI-powered data processing and analysis within your database environment.
Toward Understanding In-Context Learning
Dive into the mechanisms of in-context learning in large language models, exploring theoretical explanations and simplified data distributions with Stanford's Tengyu Ma.
10 Midjourney Prompts Styles and Tips for AI Art - Volume 32
Explore 10 diverse Midjourney prompt styles, from Jules Verne-inspired art to Mughal paintings, enhancing your AI art creation skills with practical tips and creative techniques.
How to Build Codex Solutions
Explore OpenAI's Codex model for coding challenges, from basics to advanced techniques. Learn prompt engineering, 3D scene building, and Minecraft bot API integration for enhanced AI-powered development.
Scalable Extraction of Training Data from Production Language Models
Explore techniques for extracting training data from language models, focusing on breaking alignment mechanisms and understanding privacy implications in AI systems.
Chat with Me and Get the PromQL You Want
使用LLMs开发的聊天机器人将自然语言转换为PromQL查询，简化Prometheus监控系统操作，为SRE和开发人员提供准确高效的替代方案，无需阅读文档或查询指标含义。
Sztuczna inteligencja uratuje komunikację międzyludzką?
Odkryj, jak generatywna sztuczna inteligencja może poprawić komunikację międzyludzką. Poznaj potencjał i wyzwania związane z systemami LLM oraz ich wpływ na przyszłość pracy i relacji społecznych.
Prompt Engineering Best Practices for Productive Customer Interactions
Explore effective prompt engineering strategies for natural language customer interfaces, focusing on RAG techniques to navigate diverse company content and address customer queries seamlessly.
Generative AI Roadmap for Absolute Beginners
Comprehensive guide for beginners to understand and learn Generative AI, covering key concepts, tools, resources, and learning approaches for both engineering and implementation aspects.
Microsoft Phi3 Mini 4K Instruct - Chain of Thought Prompting Test en Español
Explora pruebas de prompts de Cadena de Pensamiento con Microsoft Phi3 Mini 4K, comparando con otros modelos y técnicas de ajuste fino para razonamiento mejorado.
Prompt Engineering: Mistral 7B Techniques for Instruction Creation
Explora técnicas avanzadas de ingeniería de prompts como Zero Shot, Few Shot y Chain of Thought utilizando GPT-3.5 Turbo y Mistral 7B para mejorar tus habilidades en machine learning.
Prompt Engineering: Introducción con OpenAI GPT-4, GPT-3.5 Turbo y Mistral 7B en Español
Explora técnicas de ingeniería de prompts con GPT-4, GPT-3.5 Turbo y Mistral 7B. Aprende a optimizar interacciones con modelos de lenguaje para obtener resultados más precisos y útiles.
Prompt Engineering: Técnicas de Creación de Instrucciones con Microsoft Phi3-mini 128k Instruct
Aprende técnicas avanzadas de prompt engineering con Microsoft Phi3-mini, incluyendo Zero Shot, Few Shot, CoT y RAG. Incluye demostraciones prácticas y acceso a notebooks.
Microsoft AI: Semantic Kernel C# SDK - Using and Creating Plugins and Prompts
Aprende a utilizar y crear plugins con el SDK de C# de Semantic Kernel, explorando técnicas de ingeniería de prompts para machine learning.
Uso de Function Calling en Gemini API con Python SDK
Aprende a utilizar Function Calling en Gemini API con Python SDK para potenciar tus proyectos de machine learning y ciencia de datos.