AI Fundamentals

LangChain is an open-source framework for building apps that integrate large language models with data, APIs, and custom workflows efficiently.

Large Language Model is an AI system designed to understand and generate human language using deep learning on extensive text data.

Latent space is an abstract compressed representation space used in AI to capture essential data features for tasks like generation, interpolation, and...

Llama 3 is Meta AI's third-generation large language model for advanced natural language understanding and generation in AI applications.

Machine Learning enables computers to learn from data and improve performance on tasks without explicit programming, powering AI-driven solutions worldwide.

Machine-Legible Content is structured digital data formatted for easy computer processing, enabling efficient automatic interpretation and use.

Midjourney is an AI-powered text-to-image generator that creates detailed, creative images from textual prompts using advanced neural networks.

Mistral AI develops advanced open-weight large language models, enabling accessible and efficient AI for natural language tasks across industries.

Multi-Agent Systems are networks of autonomous agents interacting to solve complex problems through cooperation, competition, and coordination in...

Multimodal refers to systems that integrate multiple data types, like text and images, to enhance understanding and AI performance.

Natural Language Processing enables computers to understand, interpret, and generate human language for applications like translation and sentiment analysis.

Neural Networks are AI models mimicking the brain's neurons, enabling machines to recognize patterns, classify data, and learn complex relationships.

No-Code AI App Builder lets users create AI-powered apps using visual tools, enabling development without coding or complex AI expertise required.

Open Source AI provides publicly accessible AI software and models, fostering collaboration and innovation through transparent and modifiable code.

Open Source LLMs are publicly available large language models enabling free use, modification, and deployment for advanced natural language tasks.

OpenAI is a leading AI research organization developing advanced language models and AI tools to enable safe, ethical, and powerful artificial intelligence.

Parameters Inference is the process of estimating model parameters from data to enable accurate predictions in machine learning and statistical modeling.

Perplexity AI is an advanced conversational AI platform delivering accurate, context-aware answers by synthesizing data from large language models and NLP...

Predictive Analytics uses data, algorithms, and machine learning to forecast future events and trends, enabling informed, data-driven decisions.

Predictive Analytics SaaS delivers cloud-based tools for forecasting future trends using data analysis, machine learning, and statistical modeling.

Prompt Engineering is crafting and optimizing AI input prompts to improve response quality, relevance, and accuracy from language models.

Prompt Injection Defense protects AI models from malicious inputs that manipulate prompts, ensuring secure and reliable language model outputs.

RAG (Retrieval-Augmented Generation) enhances AI text generation by combining retrieval of relevant data with generative language models for accurate,...

RAG-as-a-Service delivers retrieval-augmented generation via cloud APIs, enabling AI models to combine data retrieval and text generation efficiently.