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.

FLUX is an advanced diffusion model for AI image generation developed by Black Forest Labs. It offers exceptional speed, quality, and prompt adherence, available in three versions: Schnell, Dev, and Pro. FLUX.1 leverages innovative techniques to produce highly photorealistic images and is open-source, fostering community engagement and innovation.

A vector database designed for complex data retrieval and analysis. Used extensively in applications that require high-performance data science capabilities.

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

A web-based Stable Diffusion interface optimized for workflow customization. It offers a modular framework with a graph/nodes interface to simplify creating and modifying image generation tasks, enhancing user experience and productivity.

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