Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
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promptslab
Professional software vendor delivering innovative solutions on the Softono platform. Specialized in both open-source and proprietary software development.
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Software by promptslab
Promptify
Promptify is a task-based natural language processing engine designed to simplify the development of LLM-powered applications. Built with Python 3.9+, it functions as a scikit-learn for foundation models, enabling developers to generate structured outputs using Pydantic schemas. The library supports prompt engineering and versioning while acting as a universal backend through LiteLLM, allowing seamless switching between providers like OpenAI, Anthropic, and local models such as Ollama with a simple model string change. Key features include pre-built tasks for Named Entity Recognition, text classification, and question answering, alongside the flexibility to create custom tasks defined by any Pydantic model. It offers robust support for asynchronous operations and batch processing with configurable concurrency to handle high volumes efficiently. A unique selling point is its built-in evaluation system, which allows users to calculate precision, recall, and F1 scores against labeled datasets to rigorously test