Add code snippets for the text search guide (#2056)

* Python snippets * TS snippets * Rust snippets * Java snippets * C# snippets * Go snippets * Generate .md files * Hide client connection in Rust snippets * Switch to builder pattern for Rust snippets * Use Document::new instead of DocumentBuilder::new * docs: Updated Go snippets Signed-off-by: Anush008 <mail@anush.sh> * docs: Updated Java snippets Signed-off-by: Anush008 <anushshetty90@gmail.com> * docs: Updated C# snippets Signed-off-by: Anush008 <anushshetty90@gmail.com> * docs: Updated BM25 avg_len Java snippet Signed-off-by: Anush008 <anushshetty90@gmail.com> * chore: review and format rust snippets * chore: trigger pr update * chore: remove qdrant_storage folder * fix: remove tokio::main * chore: trigger pr update * Regenerate .md files * George's feedback: set bm25 params at ingest-time, change Python client init to use cloud inference explicitly, and mark bm25 options unavailable in FastEmbed --------- Signed-off-by: Anush008 <mail@anush.sh> Signed-off-by: Anush008 <anushshetty90@gmail.com> Co-authored-by: Anush008 <mail@anush.sh> Co-authored-by: Anush008 <anushshetty90@gmail.com> Co-authored-by: Daniel Boros <dancixx@gmail.com>
2026-10-11 05:48:31 +02:00 · 2026-01-16 17:57:08 +05:30
parent b5e0908946
commit 2497c368ed
329 changed files with 7854 additions and 20 deletions
@@ -0,0 +1,28 @@
+use std::collections::HashMap;
+
+use qdrant_client::Qdrant;
+use qdrant_client::qdrant::{DocumentBuilder, Query, QueryPointsBuilder, Value};
+
+pub async fn main() -> anyhow::Result<()> {
+    let client = Qdrant::from_url("http://localhost:6334").build()?; // @hide
+
+    let mut options = HashMap::new();
+    options.insert("ascii_folding".to_string(), Value::from(true));
+
+    client
+        .query(
+            QueryPointsBuilder::new("books")
+                .query(Query::new_nearest(
+                    DocumentBuilder::new("Mieville", "qdrant/bm25")
+                        .options(options)
+                        .build(),
+                ))
+                .using("author-bm25")
+                .limit(10)
+                .with_payload(true)
+                .build(),
+        )
+        .await?;
+
+    Ok(())
+}