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 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.

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

AI-enhanced refers to systems, tools, or technologies that have been improved or augmented by artificial intelligence capabilities to increase performance, efficiency, and functionality.

A vector database that enables the storage, indexing, and querying of high-dimensional vector data, often used in machine learning applications.