MCP (Model Context Protocol)
● Agents & Execution MCP (Model Context Protocol) MCP (Model Context Protocol) allows AI models to access information and perform actions beyond their built-in knowledge. MCP is becoming an important…
AI Agents
● Agents & Execution AI Agents Unlike traditional chatbots, AI Agents can perform multi-step workflows with limited human intervention. AI Agents are a key building block of agentic AI systems.…
Context Engineering
● Retrieval & Context Context Engineering Context Engineering focuses on providing the right knowledge, structure and context at the right time. High-quality context often has a greater impact on AI…
Vector Search
● Retrieval & Context Vector Search Vector Search uses embeddings to identify content that is contextually related to a query. This enables more accurate and meaning-based information retrieval. MechanicsHow It…
Grounding
● Retrieval & Context Grounding Grounding is the process of connecting AI-generated outputs to reliable and verifiable information sources. It helps ensure that responses are based on facts rather than…
Semantic Layer
● Knowledge Infrastructure Semantic Layer The Semantic Layer connects entities, relationships and context into a structured knowledge framework. This layer helps AI systems interpret information beyond keywords alone. MechanicsHow It…
Taxonomy
● Knowledge Infrastructure Taxonomy A Taxonomy helps both humans and machines navigate complex knowledge domains. Taxonomies provide order, consistency and discoverability. MechanicsHow It Works A Taxonomy is a hierarchical classification…
Ontology
● Knowledge Infrastructure Ontology An Ontology creates a shared semantic framework that helps machines understand meaning and context. Ontologies are foundational components of knowledge graphs and semantic systems. MechanicsHow It…
Entity Resolution
● Understanding Entity Resolution Entity Resolution helps AI systems consolidate information from multiple sources into a single, consistent representation. This reduces ambiguity and improves semantic accuracy. MechanicsHow It Works Entity…
Entity Linking
● Understanding Entity Linking Entity Linking allows AI systems to understand exactly which person, company, product or concept is being referenced. It improves contextual understanding and retrieval accuracy. MechanicsHow It…