AI Engineering Glossary
Tool
Term
Resource
by llatent.space
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