Machine Learning Job Market Trends

An approach to software development where developers use large language models (LLMs) to generate code from natural language prompts, shifting their role to guiding and refining AI-generated code.

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.

CrewAI is a Python framework designed for orchestrating role-playing, autonomous AI agents. It enables collaborative intelligence by allowing agents to work together seamlessly to tackle complex tasks.

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

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

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

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.

An open-source knowledge graph database focusing on searching and managing unstructured data, using advanced vector search technologies. It allows users to scale and manage complex data models efficiently and effectively.