Stack recomendado

O que está a construir? RAG chatbot

Uma tecnologia por posição, com o motivo da sugestão e o que usar em alternativa.

LLM

model

Family 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.

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concept

Dense numeric vector representing the meaning of a piece of text.

Why derivado do grafo

Embedding used by Qdrant

Alternativas

database

Open-source vector database written in Rust, with payload filtering.

Why derivado do grafo

Qdrant uses Embedding

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framework

Framework for composing language models with retrieval, tools and memory.

Why derivado do grafo

GPT integrates with LangChain

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technique

Second-stage ordering of retrieved candidates by a more accurate scoring model.

Why derivado do grafo

Retrieve-then-rerank is the standard shape of a semantic search pipeline.

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