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Level up your prompt engineering management.

An Overview of Anthropic's Claude 3

Anthropic recently introduced the Claude 3 model family, with yet another incremental step forward in AI capabilities. The new family includes three models: Claude 3 Haiku, Claude 3 Sonnet, and Claude 3 Opus, each designed to cater to varying levels of complexity and application requirements, ena...

Using OpenAI GPT-4 to Perform Sentiment Analysis Data Labeling

Large Language Models (LLMs), in particular OpenAI's GPT models, have introduced a powerful new tool for businesses to understand and process natural language data. With advanced capabilities in understanding context and nuance, both GPT-3 and GPT-4 have become extremely effective for conducting ...

Quantitative and Qualitative Analysis of AI Generated Prompt Responses

A consistent challenge for prompt engineers is the probabilistic nature of the responses generated by Large Language Models (LLMs). LLMs, by design, generate responses based on the probabilities derived from the data they were trained on. This means that even with the same prompt template, an LLM...

Why I Am Excited To Build A Dev Platform For Prompt Engineering

Last year, I attempted to start a new chapter of my career by applying for a Senior Prompt Engineering position at Khan Academy with their Khanmigo AI product. Khan Academy's vision of making high-quality tutoring accessible worldwide with Khanmigo deeply resonated with me. I hoped to contribute ...

Large Language Model Evaluation and Testing Strategies

Large Language Models (LLMs) are becoming integral to modern software applications, offering unprecedented capabilities in natural language understanding and generation. However, a significant challenge to engineering teams implementing LLMs is the effective evaluation of these models' outputs, p...

Prompt Engineering Testing Strategies with Python

Prompt engineering is a new and emerging field that plays a crucial role in shaping the quality of AI language model responses, and therefore the quality of a user experience with your AI-based application or tool. A well-crafted prompt can significantly influence the effectiveness and accuracy o...

Effective Prompt Engineering for Large Language Models

Large language models like ChatGPT have wide-ranging applications in various business operations. For employees in companies with language models trained on proprietary data, writing effective prompts is essential to unlock the full potential of these AI tools. In this article, we will explore th...

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