Verified reference stack
Consultant — Internal Knowledge Search — Apple 32 GB
Local internal-knowledge reference with sufficient memory headroom for retrieval plus a compact 8B chat model.
Open WebUI
Open tool profile →Ollama
Open runtime profile →Qwen3-8B
Open model profile →Local knowledge/RAG configuration
Apache-2.0
Evidence
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Put this reference stack in context
A reference configuration is most useful when you compare it with alternatives and then apply your own hard constraints.
Freshness rule: Material changes set this stack to REVALIDATION_REQUIRED.