[Phase 6.4.4] Document Retriever #95

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opened 2026-04-07 04:20:13 +00:00 by Mark · 31 comments
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Parent: Global Document Library

Overview

Build semantic retrieval system for finding relevant document chunks.

Details

Create substrate/document_retriever.py:

DocumentRetriever class:

  • retrieve(query, doc_types, project_id, limit) -> list[RetrievalResult]
  • get_context_for_query(query, max_tokens) -> formatted_string
  • Uses existing embedding provider

RetrievalResult:

  • doc_id, chunk_id
  • source_file, line_number
  • excerpt (highlighted)
  • similarity_score

Features:

  • Semantic similarity search
  • Filter by doc_type (project_file, artifact, template, schema)
  • Filter by project_id
  • Include excerpts in results

Acceptance Criteria

  • Semantic search returns relevant results
  • Results include excerpts and filenames
  • Filter by type and project works
  • Token limit respected in context
## Parent: Global Document Library ## Overview Build semantic retrieval system for finding relevant document chunks. ## Details Create `substrate/document_retriever.py`: **DocumentRetriever class:** - retrieve(query, doc_types, project_id, limit) -> list[RetrievalResult] - get_context_for_query(query, max_tokens) -> formatted_string - Uses existing embedding provider **RetrievalResult:** - doc_id, chunk_id - source_file, line_number - excerpt (highlighted) - similarity_score **Features:** - Semantic similarity search - Filter by doc_type (project_file, artifact, template, schema) - Filter by project_id - Include excerpts in results ## Acceptance Criteria - [ ] Semantic search returns relevant results - [ ] Results include excerpts and filenames - [ ] Filter by type and project works - [ ] Token limit respected in context
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — implement attempt 1

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — implement attempt 1
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — implement attempt 1

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — implement attempt 1
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — implement attempt 1

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — implement attempt 1
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🤖 Released by gsd-issue-fixer-mesh-seed-95

🤖 Released by `gsd-issue-fixer-mesh-seed-95`
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
Author
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
Author
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🤖 Claimed by gsd-issue-fixer-mesh-seed-95 — starting work

🤖 Claimed by `gsd-issue-fixer-mesh-seed-95` — starting work
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — claimed — starting pipeline

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — claimed — starting pipeline
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
Author
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🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — research

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — research
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
Author
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GSD pipeline blocked at IMPLEMENT: prerequisite gate (lint) not passed.
Lint phase did not complete successfully.

GSD pipeline blocked at IMPLEMENT: prerequisite gate (lint) not passed. Lint phase did not complete successfully.
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — implement attempt 1

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — implement attempt 1
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — plan

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — plan
Author
Owner

🤖 [gsd-issue-fixer-mesh-seed-95] still working — implement attempt 1

🤖 [`gsd-issue-fixer-mesh-seed-95`] still working — implement attempt 1
Mark 2026-06-16 10:54:18 +00:00
  • closed this issue
  • removed the
    quickfix
    label
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Mark/mesh-seed#95
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