Official Hardshell client for sending AI/RAG telemetry and reading derived reports — placeholder pre-release
Project description
hardshell-telemetry
Official Hardshell Python client for sending AI/RAG retrieval telemetry and reading the security reports derived from it.
Status: name reservation. Version
0.0.0is a placeholder — the first functional release is coming soon. Don't install this yet.
What this will be
A lightweight, dependency-free REST client you drop into your application to:
- Emit telemetry — retrieval spans (which chunks a query returned, scores, actor context) plus document and chunk metadata for enrichment.
- Read reports — pull the derived signals back out, starting with document-access reports.
License
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