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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 — Phase 1: Seman… #118

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opened 2026-05-28 15:01:14 +00:00 by Mark · 1 comment
Mark commented 2026-05-28 15:01:14 +00:00
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Phase 1: 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

Decomposed from transcriber#27

Decomposed from transcriber#49

Decomposed from transcriber#50

Decomposed from transcriber#51

Decomposed from transcriber#52

Decomposed from transcriber#53

Decomposed from transcriber#54

Decomposed from transcriber#65

Decomposed from transcriber#66

Decomposed from transcriber#67

Decomposed from transcriber#68

Decomposed from transcriber#69

Decomposed from transcriber#70

Decomposed from transcriber#71

_Decomposed from [transcriber#72](https://forgejo.t

Decomposed from transcriber#114

## Phase 1: 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)_ --- _Decomposed from [transcriber#27](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/27)_ --- _Decomposed from [transcriber#49](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/49)_ --- _Decomposed from [transcriber#50](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/50)_ --- _Decomposed from [transcriber#51](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/51)_ --- _Decomposed from [transcriber#52](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/52)_ --- _Decomposed from [transcriber#53](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/53)_ --- _Decomposed from [transcriber#54](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/54)_ --- _Decomposed from [transcriber#65](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/65)_ --- _Decomposed from [transcriber#66](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/66)_ --- _Decomposed from [transcriber#67](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/67)_ --- _Decomposed from [transcriber#68](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/68)_ --- _Decomposed from [transcriber#69](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/69)_ --- _Decomposed from [transcriber#70](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/70)_ --- _Decomposed from [transcriber#71](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/71)_ --- _Decomposed from [transcriber#72](https://forgejo.t --- _Decomposed from [transcriber#114](https://forgejo.tail018ac4.ts.net/Mark/transcriber/issues/114)_
Mark commented 2026-05-28 15:22:01 +00:00
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This issue has been decomposed into the following sub-issues:

# Title Phase Scope
#122 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 | |---|-------|-------------| | #122 | 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 15:22:01 +00:00
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