推荐技术栈
你在构建什么?RAG chatbot
每个位置一项技术,并说明推荐理由以及可以改用什么。
LLM
modelFamily of decoder-only Transformer language models trained with a generative objective.
Why editorial
Any capable instruction-following model works here; the retrieval step, not the model, is what makes the answers specific to your documents.
Embedding
conceptDense numeric vector representing the meaning of a piece of text.
Vector database
databaseOpen-source vector database written in Rust, with payload filtering.
Framework
frameworkFramework for composing language models with retrieval, tools and memory.
Reranking
techniqueSecond-stage ordering of retrieved candidates by a more accurate scoring model.