Exploring private, inspectable retrieval workflows for local technical knowledge.
Status
Exploring
Concepts
Retrieval
Local data
Evaluation
This diagram is a working model, not a deployed architecture.
Sources
Parse and chunk
Embed and index
Retrieve
Selected context
Local model
Evaluate the retrieval. Do not assume it.
A retrieval path under exploration: local source material is parsed and chunked, embedded into an index, queried for candidate passages, narrowed into a selected context window, and passed to a local model. An evaluation step feeds back into retrieval rather than being assumed correct.
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next questions
Questions under investigation
How should local technical material be segmented and indexed?
How can retrieval quality be evaluated instead of assumed?
What context belongs in a prompt, and what should stay behind a tool boundary?