Release v0.7.6a1: keyword extraction, streaming telemetry, prompt caching#135
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* Move semantic hints from system prompt to user prompt System prompt is now static per schema version, enabling prompt caching across requests. Semantic hints (which change per image/description) are placed in the user prompt instead. The system prompt includes a pointer instructing the LLM to check the user message for hints. Fixes #129 * Address review findings for cache-friendly prompts - Rename _format_semantic_hints to format_semantic_hints (public API, used cross-module) - Align header: system prompt pointer and actual section both say "SEMANTIC HINTS" - Soften system prompt wording to "may include" (hints are optional) - Skip hints with empty tag keys - Add debug logging when hints are included in user prompt - Add 10 tests: user prompt with/without hints, confidence bucketing, system prompt caching invariant
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Summary
This release adds three features to improve annotation quality, observability, and performance for complex descriptions and images.
Keyword extraction for semantic preprocessing (#124, #126)
asyncio.to_thread(non-blocking)hed-suggestCLI installed in both Dockerfiles for production semantic searchno_extendflag propagated through all API, CLI, client, and executor pathsStreaming telemetry (#125, #127)
_collect_stream_telemetryhelper for/annotate/streamand/annotate-from-image/stream0.0or-chaining bug in all endpointsCache-friendly prompts (#129, #130)
CI dependency bumps
Test plan