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docs: consolidate + refresh architecture (Mermaid)#35

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sagar-develop merged 1 commit into
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docs/consolidate-architecture
Jun 8, 2026
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docs: consolidate + refresh architecture (Mermaid)#35
sagar-develop merged 1 commit into
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docs/consolidate-architecture

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Consolidates the architecture docs into the canonical root ARCHITECTURE.md (the one the README links) and refreshes it:

  • Adds the Mermaid visual overview — engine/product split, engine internals, the RAG ingestion+retrieval pipeline, and device-tiered model selection (renders inline on GitHub).
  • Refreshes stale content: the embedder is now task-aware EmbeddingGemma via ONNX (USE-Lite is the entry tier), with hybrid vector+BM25+RRF retrieval, the document-relevance gate + title-match override, the cross-encoder reranker, and stateful-KV grounding flush — while keeping the load-bearing OEM-RAM section, tool-calling, coroutine discipline, and vision notes.
  • Removes the duplicate docs/ARCHITECTURE.md I added earlier; fixes the gource.md cross-link.

Docs-only.

🤖 Generated with Claude Code

Merge the new Mermaid visual overview (engine/product split, engine
internals, RAG pipeline, device tiering) into the canonical root
ARCHITECTURE.md the README already links, and refresh the stale parts:
the embedder is now task-aware EmbeddingGemma via ONNX (USE-Lite is the
entry tier), plus the hybrid retrieval + dominance gate + title-match +
reranker + stateful-KV grounding. Remove the duplicate docs/ARCHITECTURE.md
created earlier; fix the gource.md cross-link to ../ARCHITECTURE.md.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@sagar-develop sagar-develop merged commit 853f4d9 into main Jun 8, 2026
@sagar-develop sagar-develop deleted the docs/consolidate-architecture branch June 8, 2026 20:17
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