AI Concepts

The vocabulary behind AI coding: Agent, LLM, Skill, MCP and the frameworks around them.

8 entries

• CrewAI

  CrewAI Inc. · Concept

  A framework for orchestrating role-playing AI agents, enabling multiple agents to collaborate on complex tasks.

• LangChain

  LangChain Inc. · Concept

  An open-source framework for building LLM applications, providing a complete toolchain and component library.

• LlamaIndex

  LlamaIndex Inc. · Concept

  A data framework focused on RAG applications, connecting LLMs with private data.

• Dify

  LangGenius · Concept

  An open-source LLM application development platform, providing visual building and deployment capabilities.

• Ollama

  Ollama · Concept

  A tool for running large language models locally, simplifying model deployment and usage.

• vLLM

  UC Berkeley · Concept

  A high-performance LLM inference and serving engine, providing extreme inference speed.

• Hugging Face

  Hugging Face Inc. · Concept

  An AI community platform providing models, datasets, applications, and a complete toolchain.

• Prompt Engineering

  Community · Concept

  The technique of designing and optimizing LLM prompts to improve AI output quality.