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assets: standardize diamond logo and banner geometry

assets: standardize diamond logo and banner geometry

assets: standardize diamond logo and banner geometry

reports: update DEEP_ANALYTICAL_REPORT.md with truthful empirical metrics

reports: update BENCHMARK_AND_EVALUATION.md with truthful empirical metrics

reports: update zero_pii_audit_certificate.json with truthful empirical metrics

reports: update metrics_index.json with truthful empirical metrics

data: update data/rag_knowledge_base.parquet with sanitized community nodes (Zero-PII)

data: update data/sft_dialogues.parquet with sanitized community nodes (Zero-PII)

docs: embed vector pipeline architecture diagram in dataset card

assets: add vector pipeline architecture SVG diagram

docs: polish YAML tags and metadata

docs: redesign dataset card with Mermaid architecture and polished tables

data: update data/full_clean_messages.parquet with sanitized community nodes (Zero-PII)

docs: update dataset card with community nodes and verified metrics

docs: update dataset card with YAML metadata

data: upload unified metrics index

docs: update dataset card and analytics whitepaper

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initial commit