AI Engineering Glossary

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Fal

https://fal.ai/

A dev-focused platform for AI-generated audio, video, and images.

Search Perplexity | Ask ChatGPT | Ask Clade

a

Activation Function

Adversarial Attacks

Agent

AgentQL

Agentic AI

Agents

AI-as-a-Judge

AI Engineering

AI Judges

AI Orchestration

AI safety systems

Alignment

Anonymization Techniques

Application Programming Interface (API)

Artificial General Intelligence

Attention Mechanism

Auto-GPT

Automatic1111

Autonomous Systems

Autoregressive Language Models

b

Backpropagation

Bag of Words

Batch Processing

Bayesian Networks

Benchmarking

BERT

Bias

c

Causal language models

Chain of Thought Prompting

ChatGPT https://openai.com/research/

Chroma

Chunking

Civitai https://civitai.com

Claude https://claude.ai/

Cohere https://cohere.ai

Column-Family Store

Compound System

computer vision

Conditional Generation

Constitutional AI

Context

Contextual Embedding

Conversational Agents

Convolutional Layer

Cosine Similarity

Cost and Latency

Cross entropy

Cross-Entropy Loss

Cross-Lingual Embeddings

Cross-Validation

d

DALL-E

Data Augmentation

Data Preprocessing

Dataset

Dataset Engineering

Decision Trees

Decoder-Only Architecture

Deep Learning

DeepSeek https://www.deepseek.com/

Deeplearning.ai https://deelearning.ai

Dense Retrieval

Deployment Optimization

Dimensionality Reduction

Distillation

Document Chunking

Document Ranking

Document Store

Domain-specific models

e

Edge AI

Eleven Labs https://elevenlabs.io/

Embedding

embedding models

f

Faiss

Fal https://fal.ai/

Feature

Feature Engineering

Feature Extraction

Few Shot Learning

Few-Shot Prompting

Fine-Tuning

FireCrawl https://www.firecrawl.dev/

Flash Attention

Foundation Model

Frontier Model

Function calling

g

Gemini https://gemini.google.com

Generative Adversarial Networks

Generative Adversarial Networks

Generative AI

Generative Models

Generative Pre-trained Transformer https://huggingface.co/docs/transformers

Generative Pre-trained Transformer

Google AI Studio https://aistudio.google.com/

Google Colab https://colab.research.google.com/

Gradient Boosting

Gradient Descent

Grounding

Guardrails

h

Hallucination

Hugging Face https://huggingface.co

Human-in-the-Loop

Hyperparameter

i

Image Generation

ImageNet

image processing

Indexing

Inference

Inference Optimization

Information Retrieval

Instruction Tuning

Interpretability

j

Jina AI https://jina.ai

k

k-nearest neighbors

Kaggle https://www.kaggle.com

Key-Value Store

Keyword Analysis

Kling https://www.klingai.com/

Knowledge Distillation

Knowledge Graph

KV cache

l

Label Studio https://labelstud.io/

Labeled Data

LangChain https://www.langchain.com/

LangGraph

Language Generation https://en.wikipedia.org/wiki/Natural_language_generation

Language Model

Large Language Model

Latent Space

Lightning.ai https://www.lightning.ai/

Llama https://www.llama.com/

LlamaIndex https://www.llamaindex.ai/

LLMOps

LLM Visualisation https://bbycroft.net/llm

Loading Module

Logical Feature Store

Logprobs

Long Short-Term Memory

Lora

Loss Function

Low Precision Arithmetic

Low-Precision Computing

m

Masked language models

Meta Prompting

Methods for Structured Outputs

Midjourney https://www.midjourney.com

Mistral https://mistral.ai/en

Mixture-of-experts

Modal.com https://modal.com

Monte Carlo Methods

Multi-Hop Retrieval

Multimodality

n

Natural Language Processing

Neural Networks

Notebook LM https://notebooklm.google/

o

Ollama https://ollama.com

One Shot Prompting

OpenAI Application Programming Interface https://www.openai.com/

Open-ended Outputs

Open Source Models

Open Weight Models

Overfitting

p

PagedAttention

Parameter

parameter efficient fine tuning

Parameter-Efficient Fine-Tuning

Perplexity AI https://www.perplexity.ai/

Pinecone https://www.pinecone.io/

Policy Gradient

Pooling Layer

Post-Processing

Post-retrieval

Post-training

Post-Training Quantization

Pre-trained model

Pre-training

Prompt Engineering

Prompt Injection

Prompt Optimization

PyTorch https://pytorch.org

q

Qlora

Quantization

Query Optimization

r

Reinforcement Learning

Reranking

Resnet-50

Resource Allocation

Responsible AI

Retrieval Augmented Generation

Retrieval Augmented Generation https://towardsdatascience.com/retrieval-augmented-generation-the-best-of-both-worlds-fb40b8abf64d

Reward Function

RunDiffusion https://rundiffusion.com/

Runway ML https://runwayml.com

s

Self-Attention

Self-critique prompting

Self-Supervised Learning

Semantic Search

Semantic Similarity

Semi-supervised Learning

Softmax Function

Spider Cloud

Stability AI https://Stability.ai

Stable Diffusion

Stable Diffusion Art https://stable-diffusion-art.com/

Structured Output

Synthetic Data Generation

System Prompt

t

TensorFlow

Text-to-Image Generation

Text-to-Speech

Text-to-SQL

Text-to-Text Generation

Token

Tokenization

Top-k sampling

Top-p sampling

Training Data

Transfer Learning

Transfer Learning

Transformer Architecture

Transformers

u

Udio https://www.udio.com/

Uncertainty Estimation

Unstructured Data Processing

User Modeling

v

Variational Autoencoders https://arxiv.org/abs/1312.6114

Vector database

Vector Search

Vectorization

Vertex AI https://cloud.google.com/vertex-ai

Vision Transformers

w

Weaviate https://weaviate.io/

Weight

Weight quantization

Word Embedding

Word Vectors

z

Zero Shot Prompting