Natural Language Processing Job Market Trends

A tool or library for visualizing and managing language model workflows, enhancing understanding and optimization.

Agentic refers to AI systems or agents that possess the ability to act autonomously, making decisions and performing tasks without direct human intervention. These systems are designed to achieve specific goals by leveraging machine learning and decision-making algorithms.

An AI-powered code editor designed to enhance the productivity of software developers. It integrates advanced AI capabilities to assist with code completion, error detection, and refactoring, providing real-time suggestions and improvements as developers write code.

A technique for generating coherent outputs by chaining together prompts for AI models.

An autonomous entity that uses artificial intelligence to perform tasks, make decisions, and interact with environments or users.

A tool for monitoring and debugging language model applications, helping developers optimize performance and reliability.

An AI platform by Google designed to enhance machine learning workflows and model training.

Ollama is an open-source framework designed for serving large language models (LLMs) locally on on-premise devices. It supports multiple operating systems, including macOS, Linux, and Windows, and offers flexible interaction modes through a Command Line Interface (CLI), SDK, or API.

DSPy is an open-source framework developed by Stanford NLP for programming language models, focusing on building modular AI systems rather than relying on traditional prompting.