Glossary
13,596 resources available
What is RAG (Retrieval-Augmented Generation)?
Learn what RAG (Retrieval-Augmented Generation) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related c
What is Knowledge Base?
Learn what Knowledge Base means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Agentic RAG?
Learn what Agentic RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Graph RAG?
Learn what Graph RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Token?
Learn what Token means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Context Window?
Learn what Context Window means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Hallucination?
Learn what Hallucination means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Grounding?
Learn what Grounding means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Multimodal RAG?
Learn what Multimodal RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Corrective RAG (CRAG)?
Learn what Corrective RAG (CRAG) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Self-RAG?
Learn what Self-RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Naive RAG?
Learn what Naive RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Advanced RAG?
Learn what Advanced RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Modular RAG?
Learn what Modular RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is RAG Fusion?
Learn what RAG Fusion means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Vector Database?
Learn what Vector Database means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Data Pipeline?
Learn what Data Pipeline means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Vector Index?
Learn what Vector Index means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Incremental Indexing?
Learn what Incremental Indexing means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Embedding Drift?
Learn what Embedding Drift means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Vector Store?
Learn what Vector Store means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Document Store?
Learn what Document Store means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Model Serving?
Learn what Model Serving means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Feature Store?
Learn what Feature Store means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Data Lake?
Learn what Data Lake means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Message Queue?
Learn what Message Queue means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is API Gateway?
Learn what API Gateway means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Container Orchestration?
Learn what Container Orchestration means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Edge Deployment?
Learn what Edge Deployment means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is GPU Inference?
Learn what GPU Inference means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Embeddings?
Learn what Embeddings means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Reranking?
Learn what Reranking means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Prompt Engineering?
Learn what Prompt Engineering means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Fine-Tuning?
Learn what Fine-Tuning means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Sentence Transformers?
Learn what Sentence Transformers means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Matryoshka Embeddings?
Learn what Matryoshka Embeddings means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Cross-Encoder?
Learn what Cross-Encoder means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Bi-Encoder?
Learn what Bi-Encoder means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is LoRA (Low-Rank Adaptation)?
Learn what LoRA (Low-Rank Adaptation) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is RLHF (Reinforcement Learning from Human Feedback)?
Learn what RLHF (Reinforcement Learning from Human Feedback) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples,
What is Chain-of-Thought Prompting?
Learn what Chain-of-Thought Prompting means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Function Calling?
Learn what Function Calling means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Structured Output?
Learn what Structured Output means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Vision-Language Model (VLM)?
Learn what Vision-Language Model (VLM) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Text-to-SQL?
Learn what Text-to-SQL means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Semantic Search?
Learn what Semantic Search means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Hybrid Search?
Learn what Hybrid Search means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Similarity Search?
Learn what Similarity Search means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Metadata Filtering?
Learn what Metadata Filtering means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Query Routing?
Learn what Query Routing means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Parent Document Retrieval?
Learn what Parent Document Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Multi-Query Retrieval?
Learn what Multi-Query Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Self-Query Retrieval?
Learn what Self-Query Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Hypothetical Document Embedding (HyDE)?
Learn what Hypothetical Document Embedding (HyDE) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related
What is Maximal Marginal Relevance (MMR)?
Learn what Maximal Marginal Relevance (MMR) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related conce
What is Contextual Compression?
Learn what Contextual Compression means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Ensemble Retrieval?
Learn what Ensemble Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Dense Retrieval?
Learn what Dense Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Sparse Retrieval?
Learn what Sparse Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Learned Sparse Retrieval?
Learn what Learned Sparse Retrieval means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Chunking?
Learn what Chunking means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Semantic Chunking?
Learn what Semantic Chunking means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Document Parsing?
Learn what Document Parsing means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is OCR (Optical Character Recognition)?
Learn what OCR (Optical Character Recognition) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related co
What is Table Extraction?
Learn what Table Extraction means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Text Splitting?
Learn what Text Splitting means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Data Cleaning?
Learn what Data Cleaning means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Deduplication?
Learn what Deduplication means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Entity Extraction?
Learn what Entity Extraction means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Language Detection?
Learn what Language Detection means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is HNSW (Hierarchical Navigable Small World)?
Learn what HNSW (Hierarchical Navigable Small World) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and rela
What is Approximate Nearest Neighbor (ANN)?
Learn what Approximate Nearest Neighbor (ANN) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related con
What is Cosine Similarity?
Learn what Cosine Similarity means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is BM25?
Learn what BM25 means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Reciprocal Rank Fusion (RRF)?
Learn what Reciprocal Rank Fusion (RRF) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is ColBERT?
Learn what ColBERT means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Quantization?
Learn what Quantization means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Product Quantization (PQ)?
Learn what Product Quantization (PQ) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is IVF (Inverted File Index)?
Learn what IVF (Inverted File Index) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Locality-Sensitive Hashing (LSH)?
Learn what Locality-Sensitive Hashing (LSH) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related conce
What is Retrieval Evaluation?
Learn what Retrieval Evaluation means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Faithfulness?
Learn what Faithfulness means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Answer Relevancy?
Learn what Answer Relevancy means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Context Precision?
Learn what Context Precision means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Context Recall?
Learn what Context Recall means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is nDCG (Normalized Discounted Cumulative Gain)?
Learn what nDCG (Normalized Discounted Cumulative Gain) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and r
What is MRR (Mean Reciprocal Rank)?
Learn what MRR (Mean Reciprocal Rank) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Hit Rate?
Learn what Hit Rate means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is RAGAS Framework?
Learn what RAGAS Framework means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is A/B Testing for RAG?
Learn what A/B Testing for RAG means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Data Sovereignty?
Learn what Data Sovereignty means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is PII Detection?
Learn what PII Detection means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Access Control?
Learn what Access Control means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Prompt Injection?
Learn what Prompt Injection means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Data Poisoning?
Learn what Data Poisoning means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Audit Trail?
Learn what Audit Trail means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Encryption at Rest?
Learn what Encryption at Rest means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is Encryption in Transit?
Learn what Encryption in Transit means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
What is RBAC (Role-Based Access Control)?
Learn what RBAC (Role-Based Access Control) means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related conce
What is Data Retention?
Learn what Data Retention means in AI and data infrastructure. Beginner-friendly explanation with technical depth, examples, and related concepts.
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