Fundamentos de los LLMs
El poder del contexto en el Prompt
Vectores, Embeddings y Espacios N-Dimensionales
Tokenización
El Mecanismo de Atención y Razonamiento en Modelos de IA
El Playground de OpenAI
Tipos de Prompts y sus Aplicaciones
Zero-Shot Prompting y Self-Consistency
Técnicas para refinar un prompt Zero Shot
Few-Shot Prompting
Chain of Thought y Prompt Chaining
Meta-Prompting
Técnicas Avanzadas de Prompt Engineering
Iteración de Prompts
Least to most prompting
Prompt Chaining
Uso de Restricciones y Formatos de Respuesta
Optimización y Aplicaciones del Prompt Engineering
Generación de Imágenes con GPT4o y Generación de Audio
Ajustando la Temperatura y el Top P
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What is an effective prompt for vacation planning?
Creating an effective prompt for artificial intelligence (AI) involves clarity, precision and simplicity. The way we write our prompts significantly determines the results an AI provides us with, especially for vacation planning.
How to improve the role assigned to AI in a prompt?
A key point is to assign a specific role to the AI, for example, "act as a travel agent". By clearly defining this role, the AI better understands how to approach the task. In addition, it allows flexibility for the AI to apply its knowledge in accomplishing the assigned task.
What instructions are critical for a virtual travel agent?
In order for the digital travel agent to best fulfill its role, restrict instructions to essential elements. Some recommendations are:
- Explicitly request that he or she draw up a suitable vacation plan.
- Ask to ask pertinent questions before the itinerary to learn preferences.
- Ask him/her to offer options before presenting the final itinerary.
- Ask that, after defining the itinerary, detail specific requirements such as visas or hotels.
By reducing the text and being more concise, we give the AI room to choose what to ask and how to effectively accomplish the task.
When should you use the "think step-by-step" technique?
It is advisable to incorporate the phrase "think step by step" when we are looking for the AI to break down a problem into smaller steps. This technique makes it easier for the AI to craft more specific questions and structure clear processes, similar to the natural behavior of a real travel agent.
For example:
- AI asks preferred destinations.
- AI queries trip duration.
- AI ascertains lodging preferences.
This sequence increases the accuracy and effectiveness of the final recommendations.
Why use XML tags to delimit parts of the prompt?
Use XML tags such as
This helps to obtain more predictive and consistent responses, thus optimizing the effectiveness of the virtual assistant.
How does word choice influence AI responses?
Each chosen word influences the way the AI understands our request. It is advisable to clearly specify terms such as:
- Type of experience (cultural, sports, relaxing).
- Type of accommodation (hotel, Airbnb).
- Specific duration of the trip.
Saying "vacation as a couple" instead of "vacation with my wife" ensures that the AI handles requests suitable for more people, increasing flexibility of use.
What do we recommend to remember when designing prompts for AI?
Effective communication with AI relies on keeping instructions brief, specific and well-structured. Clear roles, accurate instructions, techniques such as think-step-by-step and XML tagging make it much easier to achieve the task at hand, especially when planning vacations with the help of artificial intelligence.
We invite you to share your experience using these tips and tell us what results you get from applying these changes to your vacation planning prompts.
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