Machine Learning 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.

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.

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

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

A library designed for accelerated AI model inference utilizing advanced techniques for efficiency. It enhances large language models' performance on modern hardware architectures.

An open-source library for natural language processing (NLP), providing pre-trained models and tools for building NLP applications.

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.

An open-source library for efficient similarity search and clustering of dense vectors, primarily used in AI applications. Developed by Facebook AI Research, it offers state-of-the-art algorithms for scalable nearest neighbor search in large datasets.