AI Job Market Trends
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Agentforce
Agentforce is Salesforce's platform for building and deploying autonomous AI agents that support employees and customers 24/7. These agents are proactive applications equipped with specialized knowledge and capabilities, using large language models (LLMs) to analyze interactions and make decisions autonomously.
Agentic
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
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.
Cursor AI
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.
Google Gemini
An AI platform by Google designed to enhance machine learning workflows and model training.
vLLM
A library designed for accelerated AI model inference utilizing advanced techniques for efficiency. It enhances large language models' performance on modern hardware architectures.
Claude (AI)
Claude is an AI developed by Anthropic, designed to engage in human-like conversations while maintaining ethical considerations and transparency.
Weaviate
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.
FAISS
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.