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ignitae
Academy
Embeddings and RAG
Chunk a document, retrieve the relevant piece, and assemble a grounded answer.
Syllabus
Chunking
Chunking splits a long text into retrievable pieces
Chunk a document (exercise)
Retrieval
Retrieval scores chunks against the query
Retrieve the top chunk (exercise)
Grounded answer
Grounding puts the retrieved context in front of the answer
Ground an answer (exercise)