Building RAG Application with Embedding Models

2024-04-14 aillm

This diagram illustrates how to build a RAG application with embedding models.

Reference

Embedding models · Ollama Blog

RAG Application with Embedding Models
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Embedding models
(mxbai-embed-large,
nomic-embed-text,
all-minilm,etc.)
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Prompt
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Input
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Prompt Embedding
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Documents
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Store to
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Embeddings
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Embedding/Vector Database
(chromadb, etc.)
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Embedding Database Query Top N returns
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Context Data
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Response
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Generate Response with LLMs
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