[eksrha]

What

• New README: banner, badges, short pitch, highlights, architecture sketch, quick start (local mock run and Helm from the OCI registry), API table, security section with the cosign verify command.
• Logo and banner under assets/ (SVG logo, small-size icon, icon tile, light and dark lockups, banner.png).
• The long tuning and sizing sections moved verbatim to docs/tuning.md; new docs/configuration.md with all environment variables (including the *_MAX_CONCURRENT bounds that were undocumented), backpressure, health endpoints and metrics.
• AGENTS.md: fixed stale statements (Go version, reranker runs on TEI) and added the concurrency variables.

No workflow, chart or code files changed, so no component release is triggered.

[github-actions]

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