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Anwendungsfall

RAG chatbot

A chatbot that answers from your own documents instead of from the model's memory, so answers can be traced back to a source.

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Was nötig ist

In der Reihenfolge ihrer Einführung. Jeder Schritt öffnet sich im Wissensgraphen.

  1. 1 LLM

    GPT

    model

    Family of decoder-only Transformer language models trained with a generative objective.

  2. 2 Embedding

    Embedding

    concept

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

  3. 3 Vector database

    Qdrant

    database

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

  4. 4 Framework

    LangChain

    framework

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

  5. 5 Reranking

    Reranking

    technique

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