docs: overhaul README and add project documentation assets
- Rewrite README.md and README_CN.md with comprehensive project documentation including core features, architecture overview, benchmarks, tech stack, quick start guide, and detailed installation instructions - Add CONTRIBUTING.md with contribution guidelines - Add architecture.svg and directory-structure.svg diagrams - Add generated PNG assets for hero banner, core features, pain points, architecture, and benchmark results - Add screenshot PNGs for installation guide (PostgreSQL, Neo4j, Alembic, API docs, frontend UI) - Replace external GitHub image URLs with local asset references
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assets/screenshots/alembic-migration.png
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assets/screenshots/api-docs.png
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assets/screenshots/db-tables.png
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assets/screenshots/frontend-start.png
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assets/screenshots/frontend-ui.png
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assets/screenshots/neo4j-container.png
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assets/screenshots/neo4j-running.png
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assets/screenshots/pg-container.png
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assets/screenshots/pg-pull.png
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assets/screenshots/pg-running.png
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