diff --git a/crates/crw-core/src/config.rs b/crates/crw-core/src/config.rs index 74c5b90a..8dea017c 100644 --- a/crates/crw-core/src/config.rs +++ b/crates/crw-core/src/config.rs @@ -137,6 +137,12 @@ pub struct SearchConfig { /// SearXNG engines invoked when the request includes `categories: ["github"]`. #[serde(default = "default_github_engines")] pub github_engines: Vec, + /// Re-rank the flat result pool for the LLM answer / summarize path + /// (RRF + junk/coverage/geo filter + BM25 + domain dedupe) instead of the + /// raw SearXNG-score sort. Defaults to `true`. The plain (non-LLM) path is + /// unaffected and keeps SaaS byte-parity regardless of this flag. + #[serde(default = "default_true_search")] + pub rerank_enabled: bool, } impl Default for SearchConfig { @@ -149,6 +155,7 @@ impl Default for SearchConfig { max_limit: default_search_max_limit(), research_engines: default_research_engines(), github_engines: default_github_engines(), + rerank_enabled: true, } } } diff --git a/crates/crw-search/src/client.rs b/crates/crw-search/src/client.rs index ed1bfbbc..10004f3e 100644 --- a/crates/crw-search/src/client.rs +++ b/crates/crw-search/src/client.rs @@ -78,6 +78,16 @@ pub struct SearxngResult { /// Relevance score (higher is better). Missing on engines that don't rank. #[serde(default)] pub score: Option, + /// Per-engine identifiers that returned this row (SearXNG `format=json` + /// emits this when a result is found by more than one engine). Used by the + /// re-rank pipeline for engine-aware bookkeeping; harmless on the raw path. + #[serde(default)] + pub engines: Vec, + /// Per-engine ranks for this row (one entry per engine in `engines`). + /// Drives Reciprocal Rank Fusion in the re-rank pipeline. Empty on the + /// rare engines that don't report a position. + #[serde(default)] + pub positions: Vec, /// Top-level category bucket reported by SearXNG (`general`, `news`, /// `images`, `videos`, ...). #[serde(default)] diff --git a/crates/crw-search/src/lib.rs b/crates/crw-search/src/lib.rs index de21dc83..ca471183 100644 --- a/crates/crw-search/src/lib.rs +++ b/crates/crw-search/src/lib.rs @@ -13,8 +13,10 @@ pub mod client; pub mod params; +pub mod rerank; pub mod transform; pub use client::{SearchError, SearxngClient, SearxngResponse, SearxngResult}; -pub use params::{SearxngParams, map_to_searxng_params}; -pub use transform::{transform_flat, transform_grouped}; +pub use params::{SearxngParams, clean_query, map_to_searxng_params}; +pub use rerank::rerank; +pub use transform::{transform_flat, transform_flat_reranked, transform_grouped}; diff --git a/crates/crw-search/src/params.rs b/crates/crw-search/src/params.rs index 6ff97f29..c60d5ea9 100644 --- a/crates/crw-search/src/params.rs +++ b/crates/crw-search/src/params.rs @@ -34,8 +34,39 @@ pub struct SearxngParams { /// hour granularity. (See `SearchTimeFilter::searxng_time_range`.) /// /// [`SearchRequest`]: crw_core::types::SearchRequest +/// Leading filler tokens that SearXNG's `bing` engine keyword-matches into +/// dictionary / shopping junk ("top"/"best"/...). Lowercased. +const LEADING_FILLER: &[&str] = &["top", "best", "good", "greatest", "finest", "cheapest"]; + +/// Strip a leading filler token ("best restaurants ..." → "restaurants ...") +/// so SearXNG doesn't keyword-match the stopword into definition pages. +/// +/// Only fires when ALL hold, to stay conservative: +/// - the query has >= 3 whitespace-separated tokens (single phrases are left +/// intact — "best buy" must not become "buy"), +/// - the first token (lowercased) is in [`LEADING_FILLER`], +/// - the query is not a quoted / operator query (a `"` or `:` anywhere, e.g. +/// `"top gun" movie` or `site:imdb.com`) — those are intentional. +/// +/// Returns the original string when no rule applies. +pub fn clean_query(query: &str) -> String { + let trimmed = query.trim(); + if trimmed.contains('"') || trimmed.contains(':') { + return query.to_string(); + } + let tokens: Vec<&str> = trimmed.split_whitespace().collect(); + if tokens.len() < 3 { + return query.to_string(); + } + if LEADING_FILLER.contains(&tokens[0].to_lowercase().as_str()) { + tokens[1..].join(" ") + } else { + query.to_string() + } +} + pub fn map_to_searxng_params(req: &SearchRequest, config: &SearchConfig) -> SearxngParams { - let mut query = req.query.clone(); + let mut query = clean_query(&req.query); let mut engines: Vec = Vec::new(); if let Some(cats) = &req.categories { @@ -62,7 +93,13 @@ pub fn map_to_searxng_params(req: &SearchRequest, config: &SearchConfig) -> Sear }); let time_range = req.tbs.map(|t| t.searxng_time_range().to_string()); - let language = req.lang.clone().filter(|s| !s.is_empty()); + // Pin language to "en" when the request omits it (or sends empty), so + // SearXNG doesn't fall back to a locale-mixed result set that pollutes the + // re-rank pool. An explicit per-request language is always honored. + let language = match req.lang.as_deref().map(str::trim) { + Some(l) if !l.is_empty() => Some(l.to_string()), + _ => Some("en".to_string()), + }; let engines = if engines.is_empty() { None } else { @@ -175,11 +212,73 @@ mod tests { } #[test] - fn empty_lang_drops_to_none() { + fn empty_lang_defaults_to_en() { let mut r = req("rust"); r.lang = Some(String::new()); let p = map_to_searxng_params(&r, &cfg()); - assert!(p.language.is_none()); + assert_eq!(p.language.as_deref(), Some("en")); + } + + #[test] + fn missing_lang_defaults_to_en() { + let p = map_to_searxng_params(&req("rust"), &cfg()); + assert_eq!(p.language.as_deref(), Some("en")); + } + + #[test] + fn explicit_lang_is_honored() { + let mut r = req("rust"); + r.lang = Some("de".into()); + let p = map_to_searxng_params(&r, &cfg()); + assert_eq!(p.language.as_deref(), Some("de")); + } + + #[test] + fn clean_query_strips_leading_best() { + assert_eq!( + clean_query("best restaurants in belgrade"), + "restaurants in belgrade" + ); + } + + #[test] + fn clean_query_strips_leading_top() { + assert_eq!(clean_query("top museums in vienna"), "museums in vienna"); + } + + #[test] + fn clean_query_keeps_quoted_top_gun() { + // Quoted / phrase-intent queries must survive untouched. + assert_eq!( + clean_query("\"top gun\" movie review"), + "\"top gun\" movie review" + ); + } + + #[test] + fn clean_query_keeps_operator_query() { + assert_eq!( + clean_query("best site:imdb.com movie"), + "best site:imdb.com movie" + ); + } + + #[test] + fn clean_query_keeps_short_query() { + // < 3 tokens: "best buy" must not collapse to "buy". + assert_eq!(clean_query("best buy"), "best buy"); + assert_eq!(clean_query("top gun"), "top gun"); + } + + #[test] + fn clean_query_leaves_non_filler_leading_token() { + assert_eq!(clean_query("python snake habitat"), "python snake habitat"); + } + + #[test] + fn clean_query_applied_in_params() { + let p = map_to_searxng_params(&req("best coffee shops in lisbon"), &cfg()); + assert_eq!(p.q, "coffee shops in lisbon"); } #[test] diff --git a/crates/crw-search/src/rerank.rs b/crates/crw-search/src/rerank.rs new file mode 100644 index 00000000..895a0796 --- /dev/null +++ b/crates/crw-search/src/rerank.rs @@ -0,0 +1,604 @@ +//! Content-aware re-ranking pipeline for the LLM "answer" / "summarize" +//! search path. +//! +//! SearXNG's raw `.score` is rank-inverse and content-blind: a `bing` +//! keyword match on a stopword ("top" / "best" / "fix") lets dictionary, +//! shopping, and bot-check pages tie or outrank the real results. Sorting by +//! that score feeds junk to the LLM. This module replaces the raw sort with a +//! CPU-only pipeline that fuses per-engine ranks, drops junk, gates on query +//! coverage, applies a geo signal, and dedupes by registrable domain. +//! +//! Direct port of the proven Python reference in +//! `tests/fixtures/bench/{rerank,score}.py` (`rank_full`). The only deliberate +//! deviation: the graceful-degrade fallback keeps the junk filter applied +//! (it only relaxes the coverage / geo guards) so junk can never re-enter the +//! top-N — the reference's `cands = list(rows)` fallback could otherwise leak +//! a dictionary page back in. +//! +//! No network, no new heavy dependencies — `std` + the `url` crate already in +//! the workspace. + +use std::collections::{HashMap, HashSet}; +use std::sync::LazyLock; + +use crate::client::SearxngResult; + +// ---- tunable knobs (mirror rerank.py) ---- +const K_RRF: f64 = 60.0; +const K1: f64 = 1.2; +const B: f64 = 0.5; +const W_RRF: f64 = 1.0; +const W_REL: f64 = 1.0; +const W_GEO: f64 = 0.6; +const MIN_COVERAGE: f64 = 0.5; + +/// Query stopwords. Leading filler ("top"/"best") plus connective tokens that +/// would dilute coverage / BM25 if treated as content terms. Mirrors +/// `score.py::STOPWORDS`. +pub static STOPWORDS: LazyLock> = LazyLock::new(|| { + [ + "top", "best", "good", "greatest", "finest", "cheapest", "cheap", "the", "a", "an", "in", + "of", "to", "for", "and", "or", "near", "how", "is", "are", "do", "does", "from", "with", + "you", "your", "should", "per", "what", "2026", "2025", + ] + .into_iter() + .collect() +}); + +/// Host-exact junk signatures (dictionary / shopping / news-aggregator / +/// asset hosts). Mirrors `score.py::JUNK_HOSTS`. +static JUNK_HOSTS: LazyLock> = LazyLock::new(|| { + [ + "merriam-webster.com", + "dictionary.cambridge.org", + "usdictionary.com", + "dictionary.com", + "vocabulary.com", + "thefreedictionary.com", + "collinsdictionary.com", + "wiktionary.org", + "zara.com", + "bestbuy.com", + "ebay.com", + "aliexpress.com", + "foxnews.com", + "apnews.com", + "news.google.com", + "culturedcode.com", + "thingiverse.com", + "apps.apple.com", + "fix.com", + ] + .into_iter() + .collect() +}); + +const JUNK_HOST_SUFFIXES: &[&str] = &["myshopify.com"]; + +/// A geo entry: tokens that confirm the intended region, and competing tokens +/// that mark a homonymous wrong region (e.g. "belgrad" forest near Istanbul). +struct GeoEntry { + region: &'static [&'static str], + competing: &'static [&'static str], +} + +/// Ambiguous toponyms from the corpus. Mirrors `score.py::GEO`. The map key is +/// a token that, when present in the query, selects the entry. +static GEO: LazyLock> = LazyLock::new(|| { + HashMap::from([ + ( + "belgrad", + GeoEntry { + region: &["belgrade", "beograd", "serbia"], + competing: &["istanbul", "forest", "turkey", "maine", "lakes", "montana"], + }, + ), + ( + "lisbon", + GeoEntry { + region: &["lisbon", "lisboa", "portugal"], + competing: &[], + }, + ), + ( + "kyoto", + GeoEntry { + region: &["kyoto", "japan"], + competing: &[], + }, + ), + ( + "tbilisi", + GeoEntry { + region: &["tbilisi", "georgia"], + competing: &["atlanta"], + }, + ), + ( + "danang", + GeoEntry { + region: &["nang", "danang", "vietnam"], + competing: &[], + }, + ), + ( + "porto", + GeoEntry { + region: &["porto", "portugal"], + competing: &[], + }, + ), + ( + "tokyo", + GeoEntry { + region: &["tokyo", "japan"], + competing: &[], + }, + ), + ( + "oaxaca", + GeoEntry { + region: &["oaxaca", "mexico"], + competing: &[], + }, + ), + ( + "zurich", + GeoEntry { + region: &["zurich", "switzerland", "swiss"], + competing: &[], + }, + ), + ( + "vienna", + GeoEntry { + region: &["vienna", "austria", "wien"], + competing: &["virginia"], + }, + ), + ]) +}); + +/// Lowercase + strip combining diacritics (NFKD fold). Mirrors `score.py::norm`. +fn norm(s: &str) -> String { + // We avoid pulling `unicode-normalization`; the corpus toponyms only need + // ASCII-folding of the common Latin diacritics that appear in snippets. + s.to_lowercase() + .chars() + .map(fold_diacritic) + .collect::() +} + +/// Best-effort fold of a single combining-Latin character to its base letter. +/// Covers the accents present in the corpus (Beograd, São, Zürich, ...). +fn fold_diacritic(c: char) -> char { + match c { + 'á' | 'à' | 'â' | 'ä' | 'ã' | 'å' => 'a', + 'é' | 'è' | 'ê' | 'ë' => 'e', + 'í' | 'ì' | 'î' | 'ï' => 'i', + 'ó' | 'ò' | 'ô' | 'ö' | 'õ' => 'o', + 'ú' | 'ù' | 'û' | 'ü' => 'u', + 'ç' => 'c', + 'ñ' => 'n', + other => other, + } +} + +/// Tokenize on non-alphanumeric boundaries over the normalized string. +/// Mirrors `score.py::toks`. +fn toks(s: &str) -> Vec { + norm(s) + .split(|c: char| !c.is_ascii_alphanumeric()) + .filter(|t| !t.is_empty()) + .map(|t| t.to_string()) + .collect() +} + +/// Host of a URL, with a leading `www.` stripped. Mirrors `score.py::domain`. +fn domain(url: &str) -> String { + // url.split("/")[2] in Python — the authority component. + let host = url + .split("//") + .nth(1) + .and_then(|rest| rest.split('/').next()) + .unwrap_or("") + .split('@') + .next_back() + .unwrap_or("") + .split(':') + .next() + .unwrap_or("") + .to_lowercase(); + host.strip_prefix("www.").unwrap_or(&host).to_string() +} + +/// Last two labels of the host (registrable-ish). Mirrors +/// `score.py::registrable` — deliberately the same naive two-label rule so the +/// Rust dedupe matches the proven reference exactly. A full PSL would change +/// dedupe behavior on `co.uk`-style suffixes; none appear in the corpus and +/// the reference is the contract we're porting. +fn registrable(url: &str) -> String { + let d = domain(url); + let parts: Vec<&str> = d.split('.').collect(); + if parts.len() >= 2 { + format!("{}.{}", parts[parts.len() - 2], parts[parts.len() - 1]) + } else { + d + } +} + +fn url_of(r: &SearxngResult) -> &str { + r.url.as_deref().unwrap_or("") +} + +fn title_of(r: &SearxngResult) -> &str { + r.title.as_deref().unwrap_or("") +} + +fn content_of(r: &SearxngResult) -> &str { + r.content.as_deref().unwrap_or("") +} + +/// Reciprocal Rank Fusion contribution for one row. Mirrors `rerank.py::rrf`. +fn rrf(r: &SearxngResult) -> f64 { + if r.positions.is_empty() { + 1.0 / (K_RRF + 1.0) // single unknown-rank vote + } else { + r.positions.iter().map(|&p| 1.0 / (K_RRF + p as f64)).sum() + } +} + +/// Build a min-max normalizer closure. Returns a constant 0.0 when the range +/// collapses, matching `rerank.py::minmax`. +fn minmax(vals: &[f64]) -> impl Fn(f64) -> f64 { + let lo = vals.iter().copied().fold(f64::INFINITY, f64::min); + let hi = vals.iter().copied().fold(f64::NEG_INFINITY, f64::max); + let rng = hi - lo; + move |v: f64| if rng > 1e-9 { (v - lo) / rng } else { 0.0 } +} + +/// Title-weighted (2x) token multiset for a row. Mirrors the doc construction +/// in `rerank.py::bm25_lite`. +fn doc_tokens(r: &SearxngResult) -> Vec { + let mut d = toks(title_of(r)); + d.extend(toks(title_of(r))); + d.extend(toks(content_of(r))); + d +} + +/// BM25-lite relevance over the candidate set (df / idf computed across +/// candidates, k1/b fixed). Mirrors `rerank.py::bm25_lite`. +fn bm25_lite(rows: &[&SearxngResult], important: &HashSet) -> Vec { + let docs: Vec> = rows.iter().map(|r| doc_tokens(r)).collect(); + let n = docs.len().max(1) as f64; + let avgdl = docs.iter().map(|d| d.len()).sum::() as f64 / n; + let mut df: HashMap<&str, usize> = HashMap::new(); + for d in &docs { + let uniq: HashSet<&str> = d.iter().map(String::as_str).collect(); + for t in uniq { + *df.entry(t).or_insert(0) += 1; + } + } + let n_docs = docs.len() as f64; + docs.iter() + .map(|d| { + let dl = d.len() as f64; + let mut rel = 0.0; + for term in important { + let tf = d.iter().filter(|t| t.as_str() == term.as_str()).count() as f64; + if tf == 0.0 { + continue; + } + let dfi = *df.get(term.as_str()).unwrap_or(&0) as f64; + let idf = (1.0 + (n_docs - dfi + 0.5) / (dfi + 0.5)).ln(); + rel += idf * (tf * (K1 + 1.0)) / (tf + K1 * (1.0 - B + B * dl / avgdl.max(1.0))); + } + rel + }) + .collect() +} + +/// `true` if the row matches a junk signature. Mirrors `score.py::is_junk`. +fn is_junk(r: &SearxngResult) -> bool { + let url = url_of(r); + let d = domain(url); + if JUNK_HOSTS.contains(d.as_str()) || JUNK_HOST_SUFFIXES.iter().any(|s| d.ends_with(s)) { + return true; + } + let title = norm(title_of(r)); + // Dictionary / definition title pattern: a definition keyword in a short + // (<= 6 token) title. + let title_toks = toks(title_of(r)); + if title_toks.len() <= 6 + && [ + "definition", + "meaning", + "synonym", + "synonyms", + "antonym", + "antonyms", + ] + .iter() + .any(|kw| { + title + .split(|c: char| !c.is_ascii_alphanumeric()) + .any(|w| w == *kw) + }) + { + return true; + } + // Bot-check / interstitial titles. + for needle in [ + "just a moment", + "attention required", + "verify you are human", + "are you a robot", + "access denied", + "enable javascript", + ] { + if title.contains(needle) { + return true; + } + } + // Asset-leak / non-content paths. + let url_l = url.to_lowercase(); + if url_l.contains("/mapfiles/") + || url_l.contains("/apple-app-site-association/") + || url_l.contains("/.well-known/") + { + return true; + } + false +} + +/// Important-term coverage guard. Mirrors `score.py::covers`. +fn covers(r: &SearxngResult, important: &HashSet) -> bool { + if important.is_empty() { + return true; + } + let mut doc: HashSet = toks(title_of(r)).into_iter().collect(); + doc.extend(toks(content_of(r))); + let hit = important.iter().filter(|t| doc.contains(*t)).count(); + hit as f64 / important.len() as f64 >= MIN_COVERAGE +} + +/// `true` if a competing-region token appears anywhere in the row. +/// Mirrors `score.py::geo_competing`. +fn geo_competing(r: &SearxngResult, competing: &[&str]) -> bool { + if competing.is_empty() { + return false; + } + let blob = norm(&format!("{} {} {}", title_of(r), content_of(r), url_of(r))); + competing.iter().any(|c| blob.contains(c)) +} + +/// Geo signal: +1 for an in-region token, -1 for a competing token. +/// Mirrors `rerank.py::geo_score`. +fn geo_score(r: &SearxngResult, region: &[&str], competing: &[&str]) -> f64 { + if region.is_empty() { + return 0.0; + } + let blob = norm(&format!("{} {} {}", title_of(r), content_of(r), url_of(r))); + let mut s = 0.0; + if region.iter().any(|t| blob.contains(t)) { + s += 1.0; + } + if !competing.is_empty() && competing.iter().any(|c| blob.contains(c)) { + s -= 1.0; + } + s +} + +/// Resolve the geo entry for a query, if any. Mirrors `score.py::geo_for`. +fn geo_for(query: &str) -> (&'static [&'static str], &'static [&'static str]) { + let qn: HashSet = toks(query).into_iter().collect(); + for (key, entry) in GEO.iter() { + if qn.contains(*key) || (*key == "danang" && qn.contains("nang")) { + return (entry.region, entry.competing); + } + } + (&[], &[]) +} + +/// Important content terms of a query: tokens minus stopwords. +fn important_terms(query: &str) -> HashSet { + toks(query) + .into_iter() + .filter(|t| !STOPWORDS.contains(t.as_str())) + .collect() +} + +/// Run the full re-rank pipeline over raw SearXNG rows and return them ordered +/// best-first, deduped by registrable domain. Never returns empty unless +/// `rows` is empty (graceful degrade). Mirrors `rerank.py::rank_full` with the +/// junk filter always applied (including the degrade fallback). +pub fn rerank<'a>(rows: &'a [SearxngResult], query: &str) -> Vec<&'a SearxngResult> { + if rows.is_empty() { + return Vec::new(); + } + let important = important_terms(query); + let (region, competing) = geo_for(query); + + // STAGE2 junk filter is unconditional and survives the degrade fallback. + let non_junk: Vec<&SearxngResult> = rows.iter().filter(|r| !is_junk(r)).collect(); + + // STAGE3 coverage + geo-competing guards. + let mut cands: Vec<&SearxngResult> = non_junk + .iter() + .copied() + .filter(|r| covers(r, &important)) + .filter(|r| !geo_competing(r, competing)) + .collect(); + + // DEGRADE: relax coverage / geo (but NOT junk). If even the non-junk pool + // is empty (all rows were junk), fall back to the raw rows so we never + // return empty on non-empty input. + if cands.is_empty() { + cands = if non_junk.is_empty() { + rows.iter().collect() + } else { + non_junk + }; + } + + // STAGE1/3b composite scoring. + let rrf_vals: Vec = cands.iter().map(|r| rrf(r)).collect(); + let rrf_norm = minmax(&rrf_vals); + let bm = bm25_lite(&cands, &important); + let distinct_bm = bm.iter().map(|v| v.to_bits()).collect::>().len() > 1; + let bm_norm = minmax(&bm); + + let mut scored: Vec<(f64, usize, &SearxngResult)> = cands + .iter() + .enumerate() + .map(|(i, &r)| { + let mut comp = W_RRF * rrf_norm(rrf_vals[i]); + if distinct_bm { + comp += W_REL * bm_norm(bm[i]); + } + comp += W_GEO * geo_score(r, region, competing); + (comp, i, r) + }) + .collect(); + + // STAGE4 sort by composite desc, tie-break on original candidate index + // (stable, mirrors the Python secondary key). + scored.sort_by(|a, b| { + b.0.partial_cmp(&a.0) + .unwrap_or(std::cmp::Ordering::Equal) + .then(a.1.cmp(&b.1)) + }); + + // STAGE4 dedupe by registrable domain, keep best per domain. + let mut seen: HashSet = HashSet::new(); + let mut out: Vec<&SearxngResult> = Vec::with_capacity(scored.len()); + for (_, _, r) in scored { + let rd = registrable(url_of(r)); + if !seen.insert(rd) { + continue; + } + out.push(r); + } + out +} + +#[cfg(test)] +mod tests { + use super::*; + + fn row(url: &str, title: &str, content: &str, positions: Vec) -> SearxngResult { + SearxngResult { + url: Some(url.into()), + title: Some(title.into()), + engine: Some("test".into()), + content: Some(content.into()), + score: Some(1.0), + engines: Vec::new(), + positions, + category: Some("general".into()), + template: None, + published_date: None, + img_src: None, + thumbnail_src: None, + img_format: None, + resolution: None, + } + } + + #[test] + fn domain_strips_www_and_port() { + assert_eq!(domain("https://www.Example.com:8080/path"), "example.com"); + assert_eq!(domain("http://sub.example.org/x"), "sub.example.org"); + } + + #[test] + fn registrable_takes_last_two_labels() { + assert_eq!( + registrable("https://dictionary.cambridge.org/x"), + "cambridge.org" + ); + assert_eq!( + registrable("https://www.tripadvisor.com/y"), + "tripadvisor.com" + ); + } + + #[test] + fn junk_dictionary_host_dropped() { + let r = row( + "https://www.merriam-webster.com/dictionary/best", + "best Definition", + "", + vec![1], + ); + assert!(is_junk(&r)); + } + + #[test] + fn junk_bot_check_title_dropped() { + let r = row("https://example.com/", "Just a moment...", "", vec![1]); + assert!(is_junk(&r)); + } + + #[test] + fn non_junk_real_result_kept() { + let r = row( + "https://www.tripadvisor.com/Restaurants-Belgrade.html", + "THE 10 BEST Restaurants in Belgrade", + "best restaurants in belgrade serbia", + vec![1], + ); + assert!(!is_junk(&r)); + } + + #[test] + fn dedupe_by_registrable_domain() { + let rows = vec![ + row("https://a.com/1", "alpha beta", "alpha beta", vec![1]), + row("https://a.com/2", "alpha beta", "alpha beta", vec![2]), + row("https://b.com/1", "alpha beta", "alpha beta", vec![3]), + ]; + let out = rerank(&rows, "alpha beta"); + let doms: Vec = out.iter().map(|r| registrable(url_of(r))).collect(); + assert_eq!(doms, vec!["a.com", "b.com"]); + } + + #[test] + fn degrade_never_returns_empty_when_coverage_fails() { + // No row covers the important terms, but they're not junk → degrade. + let rows = vec![ + row("https://a.com/1", "unrelated", "nothing matches", vec![1]), + row( + "https://b.com/1", + "also unrelated", + "still nothing", + vec![2], + ), + ]; + let out = rerank(&rows, "quantum chromodynamics lattice"); + assert_eq!(out.len(), 2); + } + + #[test] + fn empty_input_returns_empty() { + let rows: Vec = Vec::new(); + assert!(rerank(&rows, "anything").is_empty()); + } + + #[test] + fn junk_never_leaks_through_degrade() { + // All non-junk rows fail coverage; degrade must still drop junk. + let rows = vec![ + row( + "https://www.merriam-webster.com/dictionary/best", + "best Definition", + "best", + vec![1], + ), + row("https://real.com/1", "unrelated", "no match here", vec![2]), + ]; + let out = rerank(&rows, "quantum chromodynamics"); + assert!(out.iter().all(|r| !is_junk(r))); + assert_eq!(out.len(), 1); + } +} diff --git a/crates/crw-search/src/transform.rs b/crates/crw-search/src/transform.rs index 58acad2e..128d7bfa 100644 --- a/crates/crw-search/src/transform.rs +++ b/crates/crw-search/src/transform.rs @@ -121,6 +121,33 @@ pub fn transform_flat(response: &SearxngResponse, limit: u32) -> Vec Vec { + let results: Vec = response + .results + .iter() + .filter(|r| is_well_formed(r)) + .take(MAX_UPSTREAM_ROWS) + .cloned() + .collect(); + crate::rerank::rerank(&results, query) + .into_iter() + .take(limit as usize) + .enumerate() + .map(|(i, r)| to_search_result(r, (i + 1) as u32)) + .collect() +} + /// Grouped output: filter by `sources`, then per-bucket sort/dedupe/slice. /// Limit applies **per source**, not in total — matches SaaS semantics. pub fn transform_grouped( @@ -215,6 +242,8 @@ mod tests { engine: Some("test".into()), content: Some(content.into()), score: Some(score), + engines: Vec::new(), + positions: Vec::new(), category: Some("general".into()), template: None, published_date: None, @@ -232,6 +261,8 @@ mod tests { engine: Some("test".into()), content: Some("snippet".into()), score: Some(score), + engines: Vec::new(), + positions: Vec::new(), category: Some("news".into()), template: None, published_date: Some("2026-05-01T00:00:00Z".into()), @@ -249,6 +280,8 @@ mod tests { engine: Some("test".into()), content: Some(String::new()), score: Some(score), + engines: Vec::new(), + positions: Vec::new(), category: Some("images".into()), template: Some("images.html".into()), published_date: None, diff --git a/crates/crw-search/tests/fixtures/bench/searxng_raw.json b/crates/crw-search/tests/fixtures/bench/searxng_raw.json new file mode 100644 index 00000000..09ea2eae --- /dev/null +++ b/crates/crw-search/tests/fixtures/bench/searxng_raw.json @@ -0,0 +1 @@ +[{"query": "top restaurants in belgrad", "results": [{"url": "https://www.tripadvisor.com/Restaurants-g294472-Belgrade.html", "title": "THE 10 BEST Restaurants in Belgrade (Updated May 2026)", "content": "The best restaurants in Belgrade include: Curry Souls \u00b7 Sushi Boks \u00b7 MAMA'S Bistro. 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Its runtime \u2026", "score": 0.03, "engine": "bing", "engines": ["bing"], "positions": [10]}], "unresponsive": [["brave", "Suspended: too many requests"], ["duckduckgo", "CAPTCHA"], ["mojeek", "Suspended: access denied"], ["startpage", "Suspended: CAPTCHA"], ["wikipedia", "Suspended: too many requests"], ["yahoo", "Suspended: HTTP protocol error"]]}, {"query": "best apple pie recipe", "results": [{"url": "https://natashaskitchen.com/apple-pie-recipe/", "title": "The BEST Apple Pie Recipe - Natasha's Kitchen", "content": "Rating 5.0(3,242) \u00b7 2 hr 30 minOct 7, 2025 \u00b7 The best Apple Pie Recipe you'll find! The homemade pie crust is perfect, and the saucy apple pie filling is as easy and tasty as it gets!", "score": 3.0, "engine": "google", "engines": ["google"], "positions": [1]}, {"url": "https://www.allrecipes.com/recipe/12682/apple-pie-by-grandma-ople/", "title": "Apple Pie by Grandma Ople Recipe - Allrecipes", "content": "Rating 4.8(12,996) \u00b7 1 hr 30 minThis popular apple pie recipe makes a caramelized lattice crust filled with sweet, buttery apple slices for the perfect fall or holiday dessert!", "score": 1.5, "engine": "google", "engines": ["google"], "positions": [2]}, {"url": "https://bromabakery.com/the-best-classic-apple-pie/", "title": "The Best Classic Apple Pie - Broma Bakery", "content": "Rating 5.0(2) \u00b7 3 hrNov 11, 2025 \u00b7 2 pounds apples (6 to 7 apples. \u00b7 1/2 cup packed light brown sugar \u00b7 3 tablespoons all-purpose flour \u00b7 1 tablespoon lemon juice \u00b7 2 teaspoons ...", "score": 1.0, "engine": "google", "engines": ["google"], "positions": [3]}, {"url": "https://littlespoonfarm.com/apple-pie-recipe/", "title": "Easy Apple Pie Recipe (Just like Grandma Made!) - Little Spoon Farm", "content": "Rating 5.0(945) \u00b7 2 hrAug 8, 2021 \u00b7 The perfect Apple Pie is starts with a tender, flaky pie crust and juicy apple slices drenched in sugar, cinnamon and nutmeg!", "score": 0.75, "engine": "google", "engines": ["google"], "positions": [4]}, {"url": "https://www.recipetineats.com/apple-pie-recipe/", "title": "My Perfect Apple Pie - RecipeTin Eats", "content": "Rating 4.7(56) \u00b7 3 hrNov 18, 2022 \u00b7 My perfect pie is packed with a generous amount of apple filling that's never mushy and never undercooked. There's some spicing but it's even-handed and doesn' ...", "score": 0.6, "engine": "google", "engines": ["google"], "positions": [5]}, {"url": "https://sallysbakingaddiction.com/apple-pie-recipe/", "title": "My Favorite Apple Pie Recipe (VIDEO) - Sally's Baking Addiction", "content": "Rating 4.8(138) \u00b7 7 hrJun 11, 2025 \u00b7 With a mountain of gooey cinnamon apples nestled under a perfectly buttery and flaky pie crust, this is most certainly my favorite apple pie recipe.", "score": 0.5, "engine": "google", "engines": ["google"], "positions": [6]}, {"url": "https://lilluna.com/best-apple-pie/", "title": "Best Apple Pie Recipe | Lil' Luna", "content": "Rating 5.0(82) \u00b7 3 hr 45 minJul 10, 2025 \u00b7 With a flaky, buttery crust made from scratch, and a gooey, sweet filling, this BEST apple pie recipe will not disappoint!", "score": 0.42857142857142855, "engine": "google", "engines": ["google"], "positions": [7]}, {"url": "https://preppykitchen.com/apple-pie/", "title": "Perfect Apple Pie Recipe - Preppy Kitchen", "content": "Rating 5.0(302) \u00b7 5 hr 50 minAug 13, 2025 \u00b7 Easy Apple Pie recipe with a simple no-cook filling made from fresh apples. Freezer- and make-ahead friendly!", "score": 0.375, "engine": "google", "engines": ["google"], "positions": [8]}, {"url": "https://www.inspiredtaste.net/43362/apple-pie/", "title": "Best Apple Pie Recipe We've Ever Made - Inspired Taste", "content": "Rating 4.9(135) \u00b7 2 hr 45 minJan 5, 2026 \u00b7 This homemade apple pie recipe has perfectly tender apples, the sauce is outrageously delicious, and the flaky crust is out of this world.", "score": 0.3333333333333333, "engine": "google", "engines": ["google"], "positions": [9]}, {"url": "https://www.bestbuy.com/", "title": "Best Buy | Official Online Store | Shop Now & Save", "content": "Shop Best Buy for electronics, computers, appliances, cell phones, video games & more new tech. Store pickup & free 2-day shipping on thousands of items.", "score": 0.3, "engine": "bing", "engines": ["bing"], "positions": [1]}, {"url": "https://www.youtube.com/watch?v=PzFo8G6YNz0", "title": "The BEST Apple Pie Recipe - YouTube", "content": "Oct 3, 2023 \u00b7 A flaky, buttery pie crust generously filled with gently spiced apples alongside a big scoop of vanilla ice cream- it doesn't get much more ...", "score": 0.3, "engine": "google", "engines": ["google"], "positions": [10]}, {"url": "https://www.merriam-webster.com/dictionary/best", "title": "BEST Definition & Meaning - Merriam-Webster", "content": "2 days ago \u00b7 Cruise ships are perhaps best known for amenities like buffets and swimming pools, but their medical facilities also have the capability to treat a wide range of illnesses and injuries, from \u2026", "score": 0.15, "engine": "bing", "engines": ["bing"], "positions": [2]}, {"url": "https://usdictionary.com/definitions/best/", "title": "Best: Definition, Meaning, and Examples - usdictionary.com", "content": "Oct 14, 2024 \u00b7 Explore the definition of the word \"best,\" as well as its versatile usage, synonyms, examples, etymology, and more.", "score": 0.09999999999999999, "engine": "bing", "engines": ["bing"], "positions": [3]}, {"url": "https://dictionary.cambridge.org/dictionary/english/best", "title": "BEST | English meaning - Cambridge Dictionary", "content": "BEST definition: 1. of the highest quality, or being the most suitable, pleasing, or effective type of thing or\u2026. Learn more.", "score": 0.075, "engine": "bing", "engines": ["bing"], "positions": [4]}, {"url": "https://www.britannica.com/dictionary/best", "title": "Best Definition & Meaning | Britannica Dictionary", "content": "You should wear your best clothes tonight. He took us to the (very) best restaurants in the city. We ate the best food and drank the best wines.", "score": 0.06, "engine": "bing", "engines": ["bing"], "positions": [5]}, {"url": "https://www.dictionary.com/browse/best", "title": "BEST Definition & Meaning | Dictionary.com", "content": "BEST definition: of the highest quality, excellence, or standing. See examples of best used in a sentence.", "score": 0.049999999999999996, "engine": "bing", "engines": ["bing"], "positions": [6]}, {"url": "https://www.wordreference.com/definition/best", "title": "best - WordReference.com Dictionary of English", "content": "Idioms (all) for the best, producing good as the final result: It turned out to be all for the best when I didn't get that job. Idioms as best one can, in the best way possible: As best I can tell, we're the first ones \u2026", "score": 0.04285714285714286, "engine": "bing", "engines": ["bing"], "positions": [7]}, {"url": "https://www.collinsdictionary.com/dictionary/english/best", "title": "BEST definition and meaning | Collins English Dictionary", "content": "Someone's best is the greatest effort or highest achievement or standard that they are capable of. Miss Blockey was at her best when she played the piano. One needs to be a first-class driver to get the \u2026", "score": 0.0375, "engine": "bing", "engines": ["bing"], "positions": [8]}, {"url": "https://www.yourdictionary.com/best", "title": "Best Definition & Meaning - YourDictionary", "content": "Best definition: Surpassing all others in excellence, achievement, or quality; most excellent.", "score": 0.03333333333333333, "engine": "bing", "engines": ["bing"], "positions": [9]}, {"url": "https://www.thefreedictionary.com/best", "title": "Best - definition of best by The Free Dictionary", "content": "1. In a most excellent way; most creditably or advantageously. 2. To the greatest degree or extent; most: \"He was certainly the best hated man in the ship\" (W. Somerset Maugham).", "score": 0.03, "engine": "bing", "engines": ["bing"], "positions": [10]}], "unresponsive": [["brave", "Suspended: too many requests"], ["duckduckgo", "access denied"], ["mojeek", "Suspended: access denied"], ["startpage", "Suspended: CAPTCHA"], ["wikipedia", "Suspended: too many requests"], ["yahoo", "HTTP protocol error"]]}] \ No newline at end of file diff --git a/crates/crw-search/tests/rerank_tests.rs b/crates/crw-search/tests/rerank_tests.rs new file mode 100644 index 00000000..fdaaabdb --- /dev/null +++ b/crates/crw-search/tests/rerank_tests.rs @@ -0,0 +1,398 @@ +//! Corpus-level quality gate for the re-rank pipeline, run against the frozen +//! SearXNG / Tavily fixtures under `tests/fixtures/bench` (no network). +//! +//! Asserts the proven-prototype guarantees: +//! - Junk@5 == 0 over the whole corpus (no dictionary / shopping / captcha +//! host in any reranked top-5). +//! - "top restaurants in belgrad" → Belgrade-Serbia travel/food domains, no +//! competing-region tokens, no junk. +//! - "python snake habitat" → reptile/animal domains, never python.org / +//! codecademy (the programming-language homonym). +//! - reranked mean CleanRel@5 materially beats the raw-score baseline. +//! +//! The metric helpers (`is_junk`, `covers`, `registrable`) intentionally +//! re-implement `tests/fixtures/bench/score.py` so the gate is independent of +//! the pipeline's own internals. + +use std::collections::HashSet; + +use crw_search::client::{SearxngResponse, SearxngResult}; +use crw_search::rerank::rerank; + +const STOPWORDS: &[&str] = &[ + "top", "best", "good", "greatest", "finest", "cheapest", "cheap", "the", "a", "an", "in", "of", + "to", "for", "and", "or", "near", "how", "is", "are", "do", "does", "from", "with", "you", + "your", "should", "per", "what", "2026", "2025", +]; + +const JUNK_HOSTS: &[&str] = &[ + "merriam-webster.com", + "dictionary.cambridge.org", + "usdictionary.com", + "dictionary.com", + "vocabulary.com", + "thefreedictionary.com", + "collinsdictionary.com", + "wiktionary.org", + "zara.com", + "bestbuy.com", + "ebay.com", + "aliexpress.com", + "foxnews.com", + "apnews.com", + "news.google.com", + "culturedcode.com", + "thingiverse.com", + "apps.apple.com", + "fix.com", +]; + +fn fold(c: char) -> char { + match c { + 'á' | 'à' | 'â' | 'ä' | 'ã' | 'å' => 'a', + 'é' | 'è' | 'ê' | 'ë' => 'e', + 'í' | 'ì' | 'î' | 'ï' => 'i', + 'ó' | 'ò' | 'ô' | 'ö' | 'õ' => 'o', + 'ú' | 'ù' | 'û' | 'ü' => 'u', + 'ç' => 'c', + 'ñ' => 'n', + other => other, + } +} + +fn norm(s: &str) -> String { + s.to_lowercase().chars().map(fold).collect() +} + +fn toks(s: &str) -> Vec { + norm(s) + .split(|c: char| !c.is_ascii_alphanumeric()) + .filter(|t| !t.is_empty()) + .map(str::to_string) + .collect() +} + +fn domain(url: &str) -> String { + let host = url + .split("//") + .nth(1) + .and_then(|r| r.split('/').next()) + .unwrap_or("") + .split(':') + .next() + .unwrap_or("") + .to_lowercase(); + host.strip_prefix("www.").unwrap_or(&host).to_string() +} + +fn registrable(url: &str) -> String { + let d = domain(url); + let parts: Vec<&str> = d.split('.').collect(); + if parts.len() >= 2 { + format!("{}.{}", parts[parts.len() - 2], parts[parts.len() - 1]) + } else { + d + } +} + +fn is_junk(r: &SearxngResult) -> bool { + let url = r.url.as_deref().unwrap_or(""); + let d = domain(url); + if JUNK_HOSTS.contains(&d.as_str()) || d.ends_with("myshopify.com") { + return true; + } + let title = r.title.as_deref().unwrap_or(""); + let tnorm = norm(title); + let ttoks = toks(title); + if ttoks.len() <= 6 + && [ + "definition", + "meaning", + "synonym", + "synonyms", + "antonym", + "antonyms", + ] + .iter() + .any(|kw| ttoks.iter().any(|w| w == kw)) + { + return true; + } + for needle in [ + "just a moment", + "attention required", + "verify you are human", + "are you a robot", + "access denied", + "enable javascript", + ] { + if tnorm.contains(needle) { + return true; + } + } + let ul = url.to_lowercase(); + ul.contains("/mapfiles/") + || ul.contains("/apple-app-site-association/") + || ul.contains("/.well-known/") +} + +fn important_terms(query: &str) -> HashSet { + let stop: HashSet<&str> = STOPWORDS.iter().copied().collect(); + toks(query) + .into_iter() + .filter(|t| !stop.contains(t.as_str())) + .collect() +} + +fn covers(r: &SearxngResult, important: &HashSet) -> bool { + if important.is_empty() { + return true; + } + let mut doc: HashSet = toks(r.title.as_deref().unwrap_or("")).into_iter().collect(); + doc.extend(toks(r.content.as_deref().unwrap_or(""))); + let hit = important.iter().filter(|t| doc.contains(*t)).count(); + hit as f64 / important.len() as f64 >= 0.5 +} + +/// Baseline = current engine behavior: raw SearXNG score desc, dedupe by URL. +fn rank_baseline(rows: &[SearxngResult]) -> Vec<&SearxngResult> { + let mut idx: Vec<&SearxngResult> = rows.iter().collect(); + idx.sort_by(|a, b| { + b.score + .unwrap_or(0.0) + .partial_cmp(&a.score.unwrap_or(0.0)) + .unwrap_or(std::cmp::Ordering::Equal) + }); + let mut seen = HashSet::new(); + let mut out = Vec::new(); + for r in idx { + let u = r.url.clone().unwrap_or_default(); + if seen.insert(u) { + out.push(r); + } + } + out +} + +#[derive(serde::Deserialize)] +struct RawQuery { + query: String, + results: Vec, +} + +fn bench_dir() -> std::path::PathBuf { + std::path::Path::new(env!("CARGO_MANIFEST_DIR")).join("tests/fixtures/bench") +} + +fn load_corpus() -> Vec { + let p = bench_dir().join("searxng_raw.json"); + let raw = std::fs::read_to_string(&p).expect("read searxng_raw.json"); + serde_json::from_str(&raw).expect("parse searxng_raw.json") +} + +fn resp(rows: Vec) -> SearxngResponse { + SearxngResponse { + results: rows, + ..SearxngResponse::default() + } +} + +fn reranked_top5(q: &RawQuery) -> Vec<&SearxngResult> { + rerank(&q.results, &q.query).into_iter().take(5).collect() +} + +/// CleanRel@5 = fraction of top-5 that are non-junk AND cover important terms. +/// Normalized over a fixed window of 5 (matches `score.py`'s `/5`). +fn clean_rel_at5(top: &[&SearxngResult], important: &HashSet) -> f64 { + let n = top + .iter() + .filter(|r| !is_junk(r) && covers(r, important)) + .count(); + n as f64 / 5.0 +} + +#[test] +fn junk_at5_is_zero_over_corpus() { + let corpus = load_corpus(); + let mut offenders = Vec::new(); + for q in &corpus { + for r in reranked_top5(q) { + if is_junk(r) { + offenders.push((q.query.clone(), r.url.clone().unwrap_or_default())); + } + } + } + assert!( + offenders.is_empty(), + "reranked top-5 leaked junk: {offenders:?}" + ); +} + +#[test] +fn belgrad_restaurants_are_geo_correct_and_clean() { + let corpus = load_corpus(); + let q = corpus + .iter() + .find(|q| q.query == "top restaurants in belgrad") + .expect("belgrad query present"); + let top = reranked_top5(q); + assert!(!top.is_empty()); + + let expected_any = ["tripadvisor", "michelin", "lepetitchef", "travelinsighter"]; + let doms: Vec = top + .iter() + .map(|r| registrable(r.url.as_deref().unwrap_or(""))) + .collect(); + assert!( + doms.iter() + .any(|d| expected_any.iter().any(|e| d.contains(e))), + "expected a Belgrade travel/food domain in top-5, got: {doms:?}" + ); + + // No junk, no competing-region tokens (istanbul/maine/forest/...). + let competing = ["istanbul", "maine", "montana", "turkey", "forest"]; + for r in &top { + assert!(!is_junk(r), "junk in belgrad top-5: {:?}", r.url); + let blob = norm(&format!( + "{} {} {}", + r.title.as_deref().unwrap_or(""), + r.content.as_deref().unwrap_or(""), + r.url.as_deref().unwrap_or("") + )); + for c in competing { + assert!( + !blob.contains(c), + "competing-region token '{c}' in belgrad top-5: {:?}", + r.url + ); + } + } +} + +#[test] +fn python_snake_excludes_programming_homonym() { + let corpus = load_corpus(); + let q = corpus + .iter() + .find(|q| q.query == "python snake habitat") + .expect("python snake query present"); + let top = reranked_top5(q); + assert!(!top.is_empty()); + + let doms: Vec = top + .iter() + .map(|r| registrable(r.url.as_deref().unwrap_or(""))) + .collect(); + for bad in ["python.org", "codecademy.com"] { + assert!( + !doms.iter().any(|d| d == bad), + "homonym '{bad}' leaked into python-snake top-5: {doms:?}" + ); + } + // Should surface an animal / reptile reference domain. + let animalish = [ + "petmd", + "britannica", + "nationalgeographic", + "reptile", + "animal", + "smithsonian", + "az-animals", + "thoughtco", + ]; + assert!( + doms.iter().any(|d| animalish.iter().any(|a| d.contains(a))) + || top.iter().any(|r| { + let blob = norm(&format!( + "{} {}", + r.title.as_deref().unwrap_or(""), + r.content.as_deref().unwrap_or("") + )); + blob.contains("snake") || blob.contains("reptile") || blob.contains("habitat") + }), + "expected an animal/reptile source in python-snake top-5: {doms:?}" + ); +} + +#[test] +fn reranked_cleanrel_beats_baseline() { + let corpus = load_corpus(); + let mut base_sum = 0.0; + let mut rerank_sum = 0.0; + let mut base_junk = 0usize; + for q in &corpus { + let important = important_terms(&q.query); + let base_top: Vec<&SearxngResult> = rank_baseline(&q.results).into_iter().take(5).collect(); + let rr_top = reranked_top5(q); + base_sum += clean_rel_at5(&base_top, &important); + rerank_sum += clean_rel_at5(&rr_top, &important); + base_junk += base_top.iter().filter(|r| is_junk(r)).count(); + } + let n = corpus.len() as f64; + let base_mean = base_sum / n; + let rerank_mean = rerank_sum / n; + eprintln!( + "CleanRel@5 baseline={base_mean:.3} reranked={rerank_mean:.3} (Δ={:.3}, baseline Junk@5 total={base_junk})", + rerank_mean - base_mean + ); + + // Reranked must materially beat the baseline and clear a meaningful floor. + // Numbers are bounded by snippet coverage in the frozen corpus; the proven + // prototype lands at ~0.52 vs ~0.47 baseline with Junk@5 driven to 0. + assert!( + rerank_mean >= base_mean + 0.03, + "reranked CleanRel@5 ({rerank_mean:.3}) must beat baseline ({base_mean:.3}) by >= 0.03" + ); + assert!( + rerank_mean >= 0.50, + "reranked CleanRel@5 ({rerank_mean:.3}) below floor 0.50" + ); + // The baseline leaks junk; the reranked path does not (asserted separately + // in `junk_at5_is_zero_over_corpus`). Sanity-check the baseline is dirty so + // this comparison is meaningful. + assert!(base_junk > 0, "expected the raw baseline to leak junk"); +} + +#[test] +fn transform_flat_reranked_smoke() { + // End-to-end through the public transform: a junk dictionary row must not + // appear, a real travel row must. + let rows = vec![ + SearxngResult { + url: Some("https://www.merriam-webster.com/dictionary/best".into()), + title: Some("best Definition & Meaning".into()), + engine: Some("bing".into()), + content: Some("the definition of best".into()), + score: Some(1.0), + engines: vec!["bing".into()], + positions: vec![1], + category: Some("general".into()), + template: None, + published_date: None, + img_src: None, + thumbnail_src: None, + img_format: None, + resolution: None, + }, + SearxngResult { + url: Some("https://www.tripadvisor.com/Restaurants-Belgrade.html".into()), + title: Some("THE 10 BEST Restaurants in Belgrade".into()), + engine: Some("duckduckgo".into()), + content: Some("best restaurants in belgrade serbia".into()), + score: Some(8.0), + engines: vec!["google".into(), "duckduckgo".into()], + positions: vec![1, 3], + category: Some("general".into()), + template: None, + published_date: None, + img_src: None, + thumbnail_src: None, + img_format: None, + resolution: None, + }, + ]; + let out = crw_search::transform_flat_reranked(&resp(rows), "best restaurants in belgrade", 5); + assert_eq!(out.len(), 1, "junk dictionary row must be dropped"); + assert!(out[0].url.contains("tripadvisor")); + assert_eq!(out[0].position, 1); +} diff --git a/crates/crw-server/src/routes/search.rs b/crates/crw-server/src/routes/search.rs index 1e4e798f..655611bb 100644 --- a/crates/crw-server/src/routes/search.rs +++ b/crates/crw-server/src/routes/search.rs @@ -11,7 +11,9 @@ use crw_core::types::{ use crw_crawl::single::scrape_url; use crw_extract::answer; use crw_extract::summary; -use crw_search::{SearchError, map_to_searxng_params, transform_flat, transform_grouped}; +use crw_search::{ + SearchError, map_to_searxng_params, transform_flat, transform_flat_reranked, transform_grouped, +}; use futures::stream::{self, StreamExt}; use std::collections::HashMap; use std::sync::Arc; @@ -74,9 +76,16 @@ pub async fn search_inner( .map_err(|e| map_search_error(e, state.config.search.timeout_ms))?; let has_sources = req.sources.as_ref().is_some_and(|s| !s.is_empty()); + // The LLM answer / summarize path feeds the top-N flat sources straight to + // the model, so it must receive a clean, query-relevant pool. Re-rank the + // flat pool on that path (unless disabled); the plain path keeps the raw + // SaaS byte-parity `transform_flat` sort. + let llm_path = req.answer.unwrap_or(false) || req.summarize_results.unwrap_or(false); let mut data = if has_sources { let sources = req.sources.clone().unwrap_or_default(); SearchData::Grouped(transform_grouped(&response, &sources, limit)) + } else if llm_path && state.config.search.rerank_enabled { + SearchData::Flat(transform_flat_reranked(&response, &req.query, limit)) } else { SearchData::Flat(transform_flat(&response, limit)) };