Break down #7 into implementable work units — Phase 5: Semantic search endpoint #27

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opened 2026-05-28 07:16:57 +00:00 by Mark · 1 comment

Mark commented 2026-05-28 07:16:57 +00:00

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Phase 5: Semantic search endpoint

Create an API endpoint that accepts natural language queries and returns semantically relevant entries (combining FTS5 with optional LLM reranking).

Changes needed:

• After P1 (FTS5) is connected, add optional LLM reranking step on top of FTS5 results
• API endpoint: either Android local (ViewModel method) or HTTP endpoint for external querying
• Leverage LLMConfig from topic extraction for the reranker

---

Decomposed from transcriber#22

## Phase 5: Semantic search endpoint Create an API endpoint that accepts natural language queries and returns semantically relevant entries (combining FTS5 with optional LLM reranking). **Changes needed:** - After P1 (FTS5) is connected, add optional LLM reranking step on top of FTS5 results - API endpoint: either Android local (ViewModel method) or HTTP endpoint for external querying - Leverage `LLMConfig` from topic extraction for the reranker --- _Decomposed from [transcriber#22](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/22)_

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Mark referenced this issue 2026-05-28 07:16:59 +00:00

Decompose: Break down #7 into implementable work units #22

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Mark referenced this issue 2026-05-28 09:04:41 +00:00

Break down #7 into implementable work units — Phase 5: Semantic search endpoint — Phase 1: Semantic search endpoint #49

Mark commented 2026-05-28 09:04:42 +00:00

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This issue has been decomposed into the following sub-issues:

#	Title	Phase Scope
#49	Break down #7 into implementable work units — Phase 5: Seman	Create an API endpoint that accepts natural language queries and returns semanti

Each sub-issue has been labeled with needs-triage and will be evaluated by the triage pipeline before queue routing.

This issue has been decomposed into the following sub-issues: | # | Title | Phase Scope | |---|-------|-------------| | #49 | Break down #7 into implementable work units — Phase 5: Seman | Create an API endpoint that accepts natural language queries and returns semanti | Each sub-issue has been labeled with `needs-triage` and will be evaluated by the triage pipeline before queue routing.

Mark closed this issue 2026-05-28 09:04:42 +00:00

Mark referenced this issue 2026-05-28 09:09:46 +00:00

Break down #7 into implementable work units — Phase 5: Semantic search endpoint — Phase 1: Semantic search endpoint — Phase 1: Semantic search endpoint #50

Mark referenced this issue 2026-05-28 09:14:51 +00:00

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Break down #7 into implementable work units — Phase 5: Semantic search endpoint — Phase 1: Semantic search endpoint — Phase 1: Semantic search endpoint — Phase 1: Semantic search endpoint — Phase 1: Semantic search endpoint #52

Mark referenced this issue 2026-05-28 09:25:44 +00:00

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