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Retrieval Augmented Generation

Retrieval-Augmented Generation

Apr 14, 20261 min read

  • concept
  • general
  • process

Retrieval-Augmented Generation

A technique combining a vector database of embedded documents with a local LLM to answer queries grounded in private document stores, requiring an embedding model and vector database alongside the main language model.

Related

local-llm-inference gguf-4-bit-quantisation langchain llamaindex qdrant chroma openwebui


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  • Retrieval-Augmented Generation
  • Related

Backlinks

  • 20260414-1308-update-the-software-integration-strategy-document
  • Containerised AI Stack Deployment
  • Chroma
  • LangChain
  • LlamaIndex
  • OpenWebUI
  • Qdrant
  • 20260414-1234-successes-and-risks-running-llm--locally-on-mac-mi
  • index

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