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llm-application-dev

by skillcreatorai

Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.

Installation

Pick a client and clone the repository into its skills directory.

Installation

Quick info

Category
Data Science
Views
22

About this skill

Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.

How to use

  1. Sklonuj repozytorium skillcreatorai/Ai-Agent-Skills i przejdź do folderu skills/llm-application-dev. 2. Zainstaluj zależności (OpenAI SDK lub Anthropic SDK) w swoim projekcie, w zależności od wybranego dostawcy modelu. 3. Skopiuj wybrany wzorzec prompt engineering (structured prompts do kontrolowania odpowiedzi, few-shot examples do klasyfikacji, lub chain of thought do rozwiązywania problemów krok po kroku) i dostosuj go do swojego przypadku użycia. 4. Zintegruj API wybranego dostawcy – użyj OpenAI pattern dla GPT-4 lub Anthropic pattern dla Claude, ustawiając klucz API w zmiennych środowiskowych. 5. Przetestuj funkcję chat, przekazując wiadomości do modelu i weryfikując odpowiedzi. 6. Wdróż skill w swoim agencie lub aplikacji, łącząc prompt engineering z logiką biznesową.

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