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Streamlining Prompt Engineering and Enhancing User Interactions with Language Models (LLMs) through Automatic Prompt Generation, Evaluation Data Generation, and Prompt Testing and Ranking.

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AbelBekele/Precision-RAG

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AI-driven Solutions for Language Models

Welcome to our GitHub repository! We specialize in providing innovative AI-driven solutions to optimize the use of Language Models (LLMs) across industries. Our mission is to revolutionize how businesses interact with LLMs, making advanced AI capabilities more accessible and efficient.

Overview

In the evolving field of artificial intelligence, Language Models like GPT-3.5 and GPT-4 are crucial for various applications. However, their effectiveness relies on the quality of prompts, leading to the emergence of "prompt engineering" as a key skill.

This repository addresses these challenges by offering automated services:

  • Automatic Prompt Generation: Streamlines the creation of effective prompts, reducing the time and expertise needed.

  • Automatic Test Case Generation: Automates diverse test case generation, enhancing reliability and saving time in QA.

  • Prompt Testing and Ranking: Evaluates and ranks prompts, ensuring accurate, contextually relevant responses.

Background

Prompt engineering is crucial for LLMs, and slight variations can significantly impact results. We aim to simplify and automate this process, making advanced AI capabilities accessible to a broader range of users.

Key Services

Explore our key services:

  • Automatic Prompt Generation
  • Automatic Test Case Generation
  • Prompt Testing and Ranking

Getting Started

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Streamlining Prompt Engineering and Enhancing User Interactions with Language Models (LLMs) through Automatic Prompt Generation, Evaluation Data Generation, and Prompt Testing and Ranking.

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