docs/roadmap/implementation.md

# LLM And Reference Expansion Completed

This roadmap item is implemented.

Notarius now supports first-class LLM access for chunk, extract, and normalize
modules, plus target-aware reference declaration, binding, CLI override,
materialization, provenance, and runtime delivery for chunker, extractor, and
normalizer targets.

Current behavior is documented in:

- [CLI Reference](../cli.md)
- [Configuration](../config.md)
- [Pipeline Internals](../internal/pipeline.md)
- [Module Internals](../internal/modules.md)
- [JSON Output](../integrations/json-output.md)
- [Troubleshooting](../troubleshooting.md)

Deferred reference work remains tracked in [Future Work](future.md), including
non-file reference producers, token budgeting, structured references, and
reference preprocessing or retrieval.
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`# LLM And Reference Expansion Completed`
Add a staged implementation plan to extend first-class LLM access and reference support across all chunk, extract, and normalize stages 2026-07-05 11:01:32 -05:00
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`This roadmap item is implemented.`
Add a staged implementation plan to extend first-class LLM access and reference support across all chunk, extract, and normalize stages 2026-07-05 11:01:32 -05:00
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`Notarius now supports first-class LLM access for chunk, extract, and normalize`
			`modules, plus target-aware reference declaration, binding, CLI override,`
			`materialization, provenance, and runtime delivery for chunker, extractor, and`
			`normalizer targets.`
Add a staged implementation plan to extend first-class LLM access and reference support across all chunk, extract, and normalize stages 2026-07-05 11:01:32 -05:00
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`Current behavior is documented in:`
Add a staged implementation plan to extend first-class LLM access and reference support across all chunk, extract, and normalize stages 2026-07-05 11:01:32 -05:00
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`- [CLI Reference](../cli.md)`
			`- [Configuration](../config.md)`
			`- [Pipeline Internals](../internal/pipeline.md)`
			`- [Module Internals](../internal/modules.md)`
			`- [JSON Output](../integrations/json-output.md)`
			`- [Troubleshooting](../troubleshooting.md)`
Add a staged implementation plan to extend first-class LLM access and reference support across all chunk, extract, and normalize stages 2026-07-05 11:01:32 -05:00
Document completed LLM and reference expansion 2026-07-05 16:42:15 +00:00			`Deferred reference work remains tracked in [Future Work](future.md), including`
			`non-file reference producers, token budgeting, structured references, and`
			`reference preprocessing or retrieval.`