AI Technology Graph

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Explore the AI Technology Graph

Discover how AI technologies, models, frameworks and tools are connected.

技术分类

热门技术

Transformer architecture
Attention-based neural architecture that replaced recurrence with self-attention.
RAG technique
Retrieval-Augmented Generation: ground a model answer in documents fetched at query time.
LLM concept
Large language model: a Transformer trained on text at a scale that yields general capability.
GPT model
Family of decoder-only Transformer language models trained with a generative objective.
Qdrant database
Open-source vector database written in Rust, with payload filtering.
LangChain framework
Framework for composing language models with retrieval, tools and memory.
Embedding concept
Dense numeric vector representing the meaning of a piece of text.
Attention concept
Mechanism that weights each part of an input by its relevance to every other part.
GPU hardware
A processor built for massive parallelism, which is what neural network maths needs.

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从模型层一路向下到正在运行的应用。