Construyendo hacia el uso de computadoras con Anthropic

Resumen

Building Towards Computer Use with Anthropic introduces an innovative capability from Anthropic that enables models to interact with and navigate computer interfaces. Taught by Colt Steele, Anthropic’s Head of Curriculum, this course covers Anthropic’s family of models and the building blocks that lead to the amazing new application – Computer Use.

Computer Use utilizes the capabilities of the latest models including image reasoning and tool use to enable an LLM-based agent to use a computer. Like a human user, the model processes an image of the screen, analyzes it to understand what’s going on, and navigates the computer by issuing mouse clicks and generating keyboard strokes to get things done.

In this course, you’ll learn the features that lead up to computer use from working with the Anthropic’s API, to multimodal prompting, prompt caching, and tool use, ending in a demo that combines these features to build an AI assistant that uses a computer. In detail, you’ll:

1.

Learn Anthropic’s approach to AI research, principles of AI safety, alignment, and interpretability while understanding the key differences between its models. 2. Make API requests to Claude, format messages for better responses, and control API parameters like system prompts, temperature, and max tokens for optimal responses. 3.

Write multi-modal prompts that combine text and image content blocks and build with streaming responses. 4. Learn effective prompting techniques such as using prompt templates, structuring prompts in XML, and providing examples to get consistent high-quality responses. 5.

Learn to implement prompt caching and see how it can reduce costs and latency. 6. Understand tool-use workflows and build a chatbot that can call different tools in response to users’ queries. 7.

See all these concepts come together in a demo that uses Anthropic Computer Use to achieve a task on a computer. Start utilizing Anthropic’s family of models to build towards Computer Use applications.

Programa

• Construyendo hacia el Uso de Computadoras con Anthropic
Construyendo hacia el Uso de Computadoras con Anthropic introduce una capacidad innovadora de Anthropic que permite a los modelos interactuar y navegar por interfaces de computadora. Impartido por Colt Steele, Jefe de Currículum de Anthropic, este curso cubre la familia de modelos de Anthropic y los componentes básicos que conducen a la sorprendente nueva aplicación: Uso de Computadoras. El Uso de Computadoras utiliza las capacidades de los modelos más recientes, incluida la razonamiento de imágenes y el uso de herramientas, para permitir a un agente basado en LLM usar una computadora. Al igual que un usuario humano, el modelo procesa una imagen de la pantalla, la analiza para entender lo que está sucediendo y navega por la computadora emitiendo clics del ratón y generando pulsaciones de teclado para realizar tareas. En este curso, aprenderás las características que conducen al uso de computadoras, desde trabajar con la API de Anthropic, hasta los avisos multimodal, el almacenamiento en caché de avisos y el uso de herramientas, culminando en una demostración que combina estas características para construir un asistente de IA que utiliza una computadora.

Impartido por

Colt Steele

Materias

Computer Science