feat(app): ExpansionGenerator — 청크당 별칭 생성 (fail-soft)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
2026-05-30 02:36:20 +00:00
parent cc31868d24
commit 2a207f9868
3 changed files with 165 additions and 0 deletions

View File

@@ -71,6 +71,10 @@ base64 = { workspace = true }
rusqlite = { workspace = true }
[dev-dependencies]
# doc-side expansion (Phase 2) Task 4: ExpansionGenerator unit tests build
# MockLanguageModel (gated behind kebab-llm's `mock` feature, default OFF in
# [dependencies]). Enabling it here turns it on for the test build only.
kebab-llm = { path = "../kebab-llm", features = ["mock"] }
rusqlite = { workspace = true }
filetime = "0.2"
tempfile = { workspace = true }

View File

@@ -0,0 +1,160 @@
//! 색인시 doc-side expansion (Phase 2) — 청크당 "검색용 별칭" 생성.
//!
//! 설계 spec docs/superpowers/specs/2026-05-30-doc-side-expansion-design.md §3.2 / §5.
use kebab_core::{Chunk, GenerateRequest, LanguageModel};
/// 별칭 1줄의 최대 글자 수(이 이상은 문장형/환각으로 보고 drop).
const MAX_ALIAS_CHARS: usize = 120;
/// 청크당 검색용 별칭을 생성한다.
///
/// 반환: 검증·상한 적용된 별칭들을 개행 join 한 문자열. 생성 0개 / LLM
/// 실패 / 빈 출력이면 `None` (호출측은 chunk.aliases 를 None 으로 두고 진행).
pub struct ExpansionGenerator<'a> {
llm: &'a dyn LanguageModel,
max_aliases: usize,
}
impl<'a> ExpansionGenerator<'a> {
pub fn new(llm: &'a dyn LanguageModel, max_aliases: usize) -> Self {
Self { llm, max_aliases }
}
/// gemma 프롬프트(expansion-v1)를 구성한다.
fn build_request(&self, chunk: &Chunk) -> GenerateRequest {
let heading = chunk.heading_path.join(" > ");
let system = "당신은 검색 색인용 별칭 생성기다. 주어진 문단을 찾을 사용자가 \
입력할 법한 짧은 검색어/질문을 생성한다. 동의어·풀어쓴 표현을 포함하라. \
문단이 한국어면 영어 표현도, 영어면 한국어 표현도 섞어라. \
한 줄에 하나씩, 설명·번호·머리기호 없이 검색어만 출력하라."
.to_string();
let user = format!(
"제목 경로: {heading}\n\n문단:\n{}\n\n검색 별칭(한 줄에 하나):",
chunk.text
);
GenerateRequest {
system,
user,
stop: vec![],
max_tokens: 256,
temperature: 0.0,
seed: Some(0),
images: vec![],
}
}
pub fn generate(&self, chunk: &Chunk) -> Option<String> {
let req = self.build_request(chunk);
let raw = match self.llm.generate_stream(req) {
Ok(iter) => {
let mut acc = String::new();
for ch in iter {
match ch {
Ok(kebab_core::TokenChunk::Token(t)) => acc.push_str(&t),
Ok(kebab_core::TokenChunk::Done { .. }) => {}
Err(_) => return None, // fail-soft
}
}
acc
}
Err(_) => return None, // fail-soft (connection refused 등)
};
let aliases = parse_aliases(&raw, self.max_aliases);
if aliases.is_empty() {
None
} else {
Some(aliases.join("\n"))
}
}
}
/// LLM 출력 문자열 → 검증된 별칭 리스트.
/// 줄 단위 split → trim → 번호/머리기호 접두 제거 → 빈 줄·과길이 drop →
/// 중복 제거 → 상한 N.
fn parse_aliases(raw: &str, max_aliases: usize) -> Vec<String> {
let mut out: Vec<String> = Vec::new();
for line in raw.lines() {
let t = line.trim();
// 번호("1." "1)") / 머리기호("- " "* ") 접두 제거.
let t = t
.trim_start_matches(|c: char| {
c.is_ascii_digit() || c == '.' || c == ')' || c == '-' || c == '*'
})
.trim();
if t.is_empty() || t.chars().count() > MAX_ALIAS_CHARS {
continue;
}
let s = t.to_string();
if !out.contains(&s) {
out.push(s);
}
if out.len() >= max_aliases {
break;
}
}
out
}
#[cfg(test)]
mod tests {
use super::*;
use kebab_core::{ChunkId, ChunkerVersion, DocumentId, FinishReason, TokenUsage};
use kebab_llm::MockLanguageModel;
fn mk_chunk(text: &str) -> Chunk {
Chunk {
chunk_id: ChunkId("c1".into()),
doc_id: DocumentId("d1".into()),
block_ids: vec![],
text: text.into(),
heading_path: vec!["Guide".into()],
source_spans: vec![],
token_estimate: 3,
chunker_version: ChunkerVersion("md-heading-v1".into()),
policy_hash: "h".into(),
tokenized_korean_text: None,
aliases: None,
}
}
fn mock(resp: &str) -> MockLanguageModel {
MockLanguageModel {
model_id: "gemma4:e4b".into(),
provider: "ollama".into(),
context_tokens: 32768,
canned_response: resp.into(),
canned_finish: FinishReason::Stop,
canned_usage: TokenUsage {
prompt_tokens: 0,
completion_tokens: 0,
latency_ms: 0,
},
}
}
#[test]
fn parses_lines_strips_bullets_and_caps() {
let llm = mock("- 메모리 안전성\n1. who owns the value\nborrow checker\n\n* 소유권");
let generator = ExpansionGenerator::new(&llm, 2);
let out = generator.generate(&mk_chunk("Rust ownership")).unwrap();
// 상한 2 → 앞 2개만, 접두 제거됨.
assert_eq!(out, "메모리 안전성\nwho owns the value");
}
#[test]
fn drops_overlong_lines() {
let long = "x".repeat(200);
let llm = mock(&format!("{long}\n짧은 별칭"));
let generator = ExpansionGenerator::new(&llm, 8);
let out = generator.generate(&mk_chunk("t")).unwrap();
assert_eq!(out, "짧은 별칭", "120자 초과 줄은 drop");
}
#[test]
fn empty_output_returns_none() {
let llm = mock(" \n\n");
let generator = ExpansionGenerator::new(&llm, 8);
assert_eq!(generator.generate(&mk_chunk("t")), None);
}
}

View File

@@ -62,6 +62,7 @@ pub mod cursor;
pub mod doctor_signal;
pub mod error_signal;
pub mod error_wire;
pub mod expansion;
pub mod external;
pub mod fetch;
pub mod ingest_log;