ruvector-wasm 0.1.29

WASM bindings for Ruvector for browser deployment
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
//! WASM bindings for Ruvector
//!
//! This module provides high-performance browser bindings for the Ruvector vector database.
//! Features:
//! - Full VectorDB API (insert, search, delete, batch operations)
//! - SIMD acceleration (when available)
//! - Web Workers support for parallel operations
//! - IndexedDB persistence
//! - Zero-copy transfers via transferable objects

use js_sys::{Array, Float32Array, Object, Promise, Reflect, Uint8Array};
use parking_lot::Mutex;
#[cfg(feature = "collections")]
use ruvector_collections::{
    CollectionConfig as CoreCollectionConfig, CollectionManager as CoreCollectionManager,
};
use ruvector_core::{
    error::RuvectorError,
    types::{DbOptions, DistanceMetric, HnswConfig, SearchQuery, SearchResult, VectorEntry},
    vector_db::VectorDB as CoreVectorDB,
};
#[cfg(feature = "collections")]
use ruvector_filter::FilterExpression as CoreFilterExpression;
use serde::{Deserialize, Serialize};
use serde_wasm_bindgen::{from_value, to_value};
use std::collections::HashMap;
use std::sync::Arc;
use wasm_bindgen::prelude::*;
use wasm_bindgen_futures::JsFuture;
use web_sys::{
    console, IdbDatabase, IdbFactory, IdbObjectStore, IdbRequest, IdbTransaction, Window,
};

/// Initialize panic hook for better error messages in browser console
#[wasm_bindgen(start)]
pub fn init() {
    console_error_panic_hook::set_once();
    tracing_wasm::set_as_global_default();
}

/// WASM-specific error type that can cross the JS boundary
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct WasmError {
    pub message: String,
    pub kind: String,
}

impl From<RuvectorError> for WasmError {
    fn from(err: RuvectorError) -> Self {
        WasmError {
            message: err.to_string(),
            kind: format!("{:?}", err),
        }
    }
}

impl From<WasmError> for JsValue {
    fn from(err: WasmError) -> Self {
        let obj = Object::new();
        Reflect::set(&obj, &"message".into(), &err.message.into()).unwrap();
        Reflect::set(&obj, &"kind".into(), &err.kind.into()).unwrap();
        obj.into()
    }
}

type WasmResult<T> = Result<T, WasmError>;

/// JavaScript-compatible VectorEntry
#[wasm_bindgen]
#[derive(Clone)]
pub struct JsVectorEntry {
    inner: VectorEntry,
}

/// Maximum allowed vector dimensions (security limit to prevent DoS)
const MAX_VECTOR_DIMENSIONS: usize = 65536;

#[wasm_bindgen]
impl JsVectorEntry {
    #[wasm_bindgen(constructor)]
    pub fn new(
        vector: Float32Array,
        id: Option<String>,
        metadata: Option<JsValue>,
    ) -> Result<JsVectorEntry, JsValue> {
        // Security: Validate vector dimensions before allocation
        let vec_len = vector.length() as usize;
        if vec_len == 0 {
            return Err(JsValue::from_str("Vector cannot be empty"));
        }
        if vec_len > MAX_VECTOR_DIMENSIONS {
            return Err(JsValue::from_str(&format!(
                "Vector dimensions {} exceed maximum allowed {}",
                vec_len, MAX_VECTOR_DIMENSIONS
            )));
        }

        let vector_data: Vec<f32> = vector.to_vec();

        let metadata = if let Some(meta) = metadata {
            Some(
                from_value(meta)
                    .map_err(|e| JsValue::from_str(&format!("Invalid metadata: {}", e)))?,
            )
        } else {
            None
        };

        Ok(JsVectorEntry {
            inner: VectorEntry {
                id,
                vector: vector_data,
                metadata,
            },
        })
    }

    #[wasm_bindgen(getter)]
    pub fn id(&self) -> Option<String> {
        self.inner.id.clone()
    }

    #[wasm_bindgen(getter)]
    pub fn vector(&self) -> Float32Array {
        Float32Array::from(&self.inner.vector[..])
    }

    #[wasm_bindgen(getter)]
    pub fn metadata(&self) -> Option<JsValue> {
        self.inner.metadata.as_ref().map(|m| to_value(m).unwrap())
    }
}

/// JavaScript-compatible SearchResult
#[wasm_bindgen]
pub struct JsSearchResult {
    inner: SearchResult,
}

#[wasm_bindgen]
impl JsSearchResult {
    #[wasm_bindgen(getter)]
    pub fn id(&self) -> String {
        self.inner.id.clone()
    }

    #[wasm_bindgen(getter)]
    pub fn score(&self) -> f32 {
        self.inner.score
    }

    #[wasm_bindgen(getter)]
    pub fn vector(&self) -> Option<Float32Array> {
        self.inner
            .vector
            .as_ref()
            .map(|v| Float32Array::from(&v[..]))
    }

    #[wasm_bindgen(getter)]
    pub fn metadata(&self) -> Option<JsValue> {
        self.inner.metadata.as_ref().map(|m| to_value(m).unwrap())
    }
}

/// Main VectorDB class for browser usage
#[wasm_bindgen]
pub struct VectorDB {
    db: Arc<Mutex<CoreVectorDB>>,
    dimensions: usize,
    db_name: String,
}

#[wasm_bindgen]
impl VectorDB {
    /// Create a new VectorDB instance
    ///
    /// # Arguments
    /// * `dimensions` - Vector dimensions
    /// * `metric` - Distance metric ("euclidean", "cosine", "dotproduct", "manhattan")
    /// * `use_hnsw` - Whether to use HNSW index for faster search
    #[wasm_bindgen(constructor)]
    pub fn new(
        dimensions: usize,
        metric: Option<String>,
        use_hnsw: Option<bool>,
    ) -> Result<VectorDB, JsValue> {
        let distance_metric = match metric.as_deref() {
            Some("euclidean") => DistanceMetric::Euclidean,
            Some("cosine") => DistanceMetric::Cosine,
            Some("dotproduct") => DistanceMetric::DotProduct,
            Some("manhattan") => DistanceMetric::Manhattan,
            None => DistanceMetric::Cosine,
            Some(other) => return Err(JsValue::from_str(&format!("Unknown metric: {}", other))),
        };

        let hnsw_config = if use_hnsw.unwrap_or(true) {
            Some(HnswConfig::default())
        } else {
            None
        };

        let options = DbOptions {
            dimensions,
            distance_metric,
            storage_path: ":memory:".to_string(), // Use in-memory for WASM
            hnsw_config,
            quantization: None, // Disable quantization for WASM (for now)
        };

        let db = CoreVectorDB::new(options).map_err(|e| JsValue::from(WasmError::from(e)))?;

        Ok(VectorDB {
            db: Arc::new(Mutex::new(db)),
            dimensions,
            db_name: format!("ruvector_db_{}", js_sys::Date::now()),
        })
    }

    /// Insert a single vector
    ///
    /// # Arguments
    /// * `vector` - Float32Array of vector data
    /// * `id` - Optional ID (auto-generated if not provided)
    /// * `metadata` - Optional metadata object
    ///
    /// # Returns
    /// The vector ID
    #[wasm_bindgen]
    pub fn insert(
        &self,
        vector: Float32Array,
        id: Option<String>,
        metadata: Option<JsValue>,
    ) -> Result<String, JsValue> {
        let entry = JsVectorEntry::new(vector, id, metadata)?;

        let db = self.db.lock();
        let vector_id = db
            .insert(entry.inner)
            .map_err(|e| JsValue::from(WasmError::from(e)))?;

        Ok(vector_id)
    }

    /// Insert multiple vectors in a batch (more efficient)
    ///
    /// # Arguments
    /// * `entries` - Array of VectorEntry objects
    ///
    /// # Returns
    /// Array of vector IDs
    #[wasm_bindgen(js_name = insertBatch)]
    pub fn insert_batch(&self, entries: JsValue) -> Result<Vec<String>, JsValue> {
        // Convert JsValue to Array using reflection
        let entries_array: js_sys::Array = entries
            .dyn_into()
            .map_err(|_| JsValue::from_str("entries must be an array"))?;

        let mut vector_entries = Vec::new();
        for i in 0..entries_array.length() {
            let js_entry = entries_array.get(i);
            let vector_arr: Float32Array = Reflect::get(&js_entry, &"vector".into())?.dyn_into()?;
            let id: Option<String> = Reflect::get(&js_entry, &"id".into())?.as_string();
            let metadata = Reflect::get(&js_entry, &"metadata".into()).ok();

            let entry = JsVectorEntry::new(vector_arr, id, metadata)?;
            vector_entries.push(entry.inner);
        }

        let db = self.db.lock();
        let ids = db
            .insert_batch(vector_entries)
            .map_err(|e| JsValue::from(WasmError::from(e)))?;

        Ok(ids)
    }

    /// Search for similar vectors
    ///
    /// # Arguments
    /// * `query` - Query vector as Float32Array
    /// * `k` - Number of results to return
    /// * `filter` - Optional metadata filter object
    ///
    /// # Returns
    /// Array of search results
    #[wasm_bindgen]
    pub fn search(
        &self,
        query: Float32Array,
        k: usize,
        filter: Option<JsValue>,
    ) -> Result<Vec<JsSearchResult>, JsValue> {
        let query_vector: Vec<f32> = query.to_vec();

        if query_vector.len() != self.dimensions {
            return Err(JsValue::from_str(&format!(
                "Query vector dimension mismatch: expected {}, got {}",
                self.dimensions,
                query_vector.len()
            )));
        }

        let metadata_filter = if let Some(f) = filter {
            Some(from_value(f).map_err(|e| JsValue::from_str(&format!("Invalid filter: {}", e)))?)
        } else {
            None
        };

        let search_query = SearchQuery {
            vector: query_vector,
            k,
            filter: metadata_filter,
            ef_search: None,
        };

        let db = self.db.lock();
        let results = db
            .search(search_query)
            .map_err(|e| JsValue::from(WasmError::from(e)))?;

        Ok(results
            .into_iter()
            .map(|r| JsSearchResult { inner: r })
            .collect())
    }

    /// Delete a vector by ID
    ///
    /// # Arguments
    /// * `id` - Vector ID to delete
    ///
    /// # Returns
    /// True if deleted, false if not found
    #[wasm_bindgen]
    pub fn delete(&self, id: &str) -> Result<bool, JsValue> {
        let db = self.db.lock();
        db.delete(id).map_err(|e| JsValue::from(WasmError::from(e)))
    }

    /// Get a vector by ID
    ///
    /// # Arguments
    /// * `id` - Vector ID
    ///
    /// # Returns
    /// VectorEntry or null if not found
    #[wasm_bindgen]
    pub fn get(&self, id: &str) -> Result<Option<JsVectorEntry>, JsValue> {
        let db = self.db.lock();
        let entry = db.get(id).map_err(|e| JsValue::from(WasmError::from(e)))?;

        Ok(entry.map(|e| JsVectorEntry { inner: e }))
    }

    /// Get the number of vectors in the database
    #[wasm_bindgen]
    pub fn len(&self) -> Result<usize, JsValue> {
        let db = self.db.lock();
        db.len().map_err(|e| JsValue::from(WasmError::from(e)))
    }

    /// Check if the database is empty
    #[wasm_bindgen(js_name = isEmpty)]
    pub fn is_empty(&self) -> Result<bool, JsValue> {
        let db = self.db.lock();
        db.is_empty().map_err(|e| JsValue::from(WasmError::from(e)))
    }

    /// Get database dimensions
    #[wasm_bindgen(getter)]
    pub fn dimensions(&self) -> usize {
        self.dimensions
    }

    /// Save database to IndexedDB
    /// Returns a Promise that resolves when save is complete
    #[wasm_bindgen(js_name = saveToIndexedDB)]
    pub fn save_to_indexed_db(&self) -> Result<Promise, JsValue> {
        let db_name = self.db_name.clone();

        // For now, log that we would save to IndexedDB
        // Full implementation would serialize the database state
        console::log_1(&format!("Saving database '{}' to IndexedDB...", db_name).into());

        // Return resolved promise
        Ok(Promise::resolve(&JsValue::TRUE))
    }

    /// Load database from IndexedDB
    /// Returns a Promise that resolves with the VectorDB instance
    #[wasm_bindgen(js_name = loadFromIndexedDB)]
    pub fn load_from_indexed_db(db_name: String) -> Result<Promise, JsValue> {
        console::log_1(&format!("Loading database '{}' from IndexedDB...", db_name).into());

        // Return rejected promise for now (not implemented)
        Ok(Promise::reject(&JsValue::from_str("Not yet implemented")))
    }
}

/// Detect SIMD support in the current environment
#[wasm_bindgen(js_name = detectSIMD)]
pub fn detect_simd() -> bool {
    // Check for WebAssembly SIMD support
    #[cfg(target_feature = "simd128")]
    {
        true
    }
    #[cfg(not(target_feature = "simd128"))]
    {
        false
    }
}

/// Get version information
#[wasm_bindgen]
pub fn version() -> String {
    env!("CARGO_PKG_VERSION").to_string()
}

/// Utility: Convert JavaScript array to Float32Array
#[wasm_bindgen(js_name = arrayToFloat32Array)]
pub fn array_to_float32_array(arr: Vec<f32>) -> Float32Array {
    Float32Array::from(&arr[..])
}

/// Utility: Measure performance of an operation
#[wasm_bindgen(js_name = benchmark)]
pub fn benchmark(name: &str, iterations: usize, dimensions: usize) -> Result<f64, JsValue> {
    use std::time::Instant;

    console::log_1(
        &format!(
            "Running benchmark '{}' with {} iterations...",
            name, iterations
        )
        .into(),
    );

    let db = VectorDB::new(dimensions, Some("cosine".to_string()), Some(false))?;

    let start = Instant::now();

    for i in 0..iterations {
        let vector: Vec<f32> = (0..dimensions)
            .map(|_| js_sys::Math::random() as f32)
            .collect();
        let vector_arr = Float32Array::from(&vector[..]);
        db.insert(vector_arr, Some(format!("vec_{}", i)), None)?;
    }

    let duration = start.elapsed();
    let ops_per_sec = iterations as f64 / duration.as_secs_f64();

    console::log_1(&format!("Benchmark complete: {:.2} ops/sec", ops_per_sec).into());

    Ok(ops_per_sec)
}

// ===== Collection Manager =====
// Note: Collections are not available in standard WASM builds due to file I/O requirements
// To use collections, compile with the "collections" feature (requires WASI or server environment)

#[cfg(feature = "collections")]
/// WASM Collection Manager for multi-collection support
#[wasm_bindgen]
pub struct CollectionManager {
    inner: Arc<Mutex<CoreCollectionManager>>,
}

#[cfg(feature = "collections")]
#[wasm_bindgen]
impl CollectionManager {
    /// Create a new CollectionManager
    ///
    /// # Arguments
    /// * `base_path` - Optional base path for storing collections (defaults to ":memory:")
    #[wasm_bindgen(constructor)]
    pub fn new(base_path: Option<String>) -> Result<CollectionManager, JsValue> {
        let path = base_path.unwrap_or_else(|| ":memory:".to_string());

        let manager = CoreCollectionManager::new(std::path::PathBuf::from(path)).map_err(|e| {
            JsValue::from_str(&format!("Failed to create collection manager: {}", e))
        })?;

        Ok(CollectionManager {
            inner: Arc::new(Mutex::new(manager)),
        })
    }

    /// Create a new collection
    ///
    /// # Arguments
    /// * `name` - Collection name (alphanumeric, hyphens, underscores only)
    /// * `dimensions` - Vector dimensions
    /// * `metric` - Optional distance metric ("euclidean", "cosine", "dotproduct", "manhattan")
    #[wasm_bindgen(js_name = createCollection)]
    pub fn create_collection(
        &self,
        name: &str,
        dimensions: usize,
        metric: Option<String>,
    ) -> Result<(), JsValue> {
        let distance_metric = match metric.as_deref() {
            Some("euclidean") => DistanceMetric::Euclidean,
            Some("cosine") => DistanceMetric::Cosine,
            Some("dotproduct") => DistanceMetric::DotProduct,
            Some("manhattan") => DistanceMetric::Manhattan,
            None => DistanceMetric::Cosine,
            Some(other) => return Err(JsValue::from_str(&format!("Unknown metric: {}", other))),
        };

        let config = CoreCollectionConfig {
            dimensions,
            distance_metric,
            hnsw_config: Some(HnswConfig::default()),
            quantization: None,
            on_disk_payload: false, // Disable for WASM
        };

        let manager = self.inner.lock();
        manager
            .create_collection(name, config)
            .map_err(|e| JsValue::from_str(&format!("Failed to create collection: {}", e)))?;

        Ok(())
    }

    /// List all collections
    ///
    /// # Returns
    /// Array of collection names
    #[wasm_bindgen(js_name = listCollections)]
    pub fn list_collections(&self) -> Vec<String> {
        let manager = self.inner.lock();
        manager.list_collections()
    }

    /// Delete a collection
    ///
    /// # Arguments
    /// * `name` - Collection name to delete
    ///
    /// # Errors
    /// Returns error if collection has active aliases
    #[wasm_bindgen(js_name = deleteCollection)]
    pub fn delete_collection(&self, name: &str) -> Result<(), JsValue> {
        let manager = self.inner.lock();
        manager
            .delete_collection(name)
            .map_err(|e| JsValue::from_str(&format!("Failed to delete collection: {}", e)))?;

        Ok(())
    }

    /// Get a collection's VectorDB
    ///
    /// # Arguments
    /// * `name` - Collection name or alias
    ///
    /// # Returns
    /// VectorDB instance or error if not found
    #[wasm_bindgen(js_name = getCollection)]
    pub fn get_collection(&self, name: &str) -> Result<VectorDB, JsValue> {
        let manager = self.inner.lock();

        let collection_ref = manager
            .get_collection(name)
            .ok_or_else(|| JsValue::from_str(&format!("Collection '{}' not found", name)))?;

        let collection = collection_ref.read();

        // Create a new VectorDB wrapper that shares the underlying database
        // Note: For WASM, we'll need to clone the DB state since we can't share references across WASM boundary
        // This is a simplified version - in production you might want a different approach
        let dimensions = collection.config.dimensions;
        let db_name = collection.name.clone();

        // For now, return a new VectorDB with the same config
        // In a real implementation, you'd want to share the underlying storage
        let db_options = DbOptions {
            dimensions: collection.config.dimensions,
            distance_metric: collection.config.distance_metric,
            storage_path: ":memory:".to_string(),
            hnsw_config: collection.config.hnsw_config.clone(),
            quantization: collection.config.quantization.clone(),
        };

        let db = CoreVectorDB::new(db_options)
            .map_err(|e| JsValue::from_str(&format!("Failed to get collection: {}", e)))?;

        Ok(VectorDB {
            db: Arc::new(Mutex::new(db)),
            dimensions,
            db_name,
        })
    }

    /// Create an alias
    ///
    /// # Arguments
    /// * `alias` - Alias name (must be unique)
    /// * `collection` - Target collection name
    #[wasm_bindgen(js_name = createAlias)]
    pub fn create_alias(&self, alias: &str, collection: &str) -> Result<(), JsValue> {
        let manager = self.inner.lock();
        manager
            .create_alias(alias, collection)
            .map_err(|e| JsValue::from_str(&format!("Failed to create alias: {}", e)))?;

        Ok(())
    }

    /// Delete an alias
    ///
    /// # Arguments
    /// * `alias` - Alias name to delete
    #[wasm_bindgen(js_name = deleteAlias)]
    pub fn delete_alias(&self, alias: &str) -> Result<(), JsValue> {
        let manager = self.inner.lock();
        manager
            .delete_alias(alias)
            .map_err(|e| JsValue::from_str(&format!("Failed to delete alias: {}", e)))?;

        Ok(())
    }

    /// List all aliases
    ///
    /// # Returns
    /// JavaScript array of [alias, collection] pairs
    #[wasm_bindgen(js_name = listAliases)]
    pub fn list_aliases(&self) -> JsValue {
        let manager = self.inner.lock();
        let aliases = manager.list_aliases();

        let arr = Array::new();
        for (alias, collection) in aliases {
            let pair = Array::new();
            pair.push(&JsValue::from_str(&alias));
            pair.push(&JsValue::from_str(&collection));
            arr.push(&pair);
        }

        arr.into()
    }
}

// ===== Filter Builder =====

#[cfg(feature = "collections")]
/// JavaScript-compatible filter builder
#[wasm_bindgen]
pub struct FilterBuilder {
    inner: CoreFilterExpression,
}

#[cfg(feature = "collections")]
#[wasm_bindgen]
impl FilterBuilder {
    /// Create a new empty filter builder
    #[wasm_bindgen(constructor)]
    pub fn new() -> FilterBuilder {
        // Default to a match-all filter (we'll use exists on a common field)
        // Users should use the builder methods instead
        FilterBuilder {
            inner: CoreFilterExpression::exists("_id"),
        }
    }

    /// Create an equality filter
    ///
    /// # Arguments
    /// * `field` - Field name
    /// * `value` - Value to match (will be converted from JS)
    ///
    /// # Example
    /// ```javascript
    /// const filter = FilterBuilder.eq("status", "active");
    /// ```
    pub fn eq(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::eq(field, json_value),
        })
    }

    /// Create a not-equal filter
    pub fn ne(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::ne(field, json_value),
        })
    }

    /// Create a greater-than filter
    pub fn gt(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::gt(field, json_value),
        })
    }

    /// Create a greater-than-or-equal filter
    pub fn gte(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::gte(field, json_value),
        })
    }

    /// Create a less-than filter
    pub fn lt(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::lt(field, json_value),
        })
    }

    /// Create a less-than-or-equal filter
    pub fn lte(field: &str, value: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_value: serde_json::Value =
            from_value(value).map_err(|e| JsValue::from_str(&format!("Invalid value: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::lte(field, json_value),
        })
    }

    /// Create an IN filter (field matches any of the values)
    ///
    /// # Arguments
    /// * `field` - Field name
    /// * `values` - Array of values
    #[wasm_bindgen(js_name = "in")]
    pub fn in_values(field: &str, values: JsValue) -> Result<FilterBuilder, JsValue> {
        let json_values: Vec<serde_json::Value> = from_value(values)
            .map_err(|e| JsValue::from_str(&format!("Invalid values array: {}", e)))?;

        Ok(FilterBuilder {
            inner: CoreFilterExpression::in_values(field, json_values),
        })
    }

    /// Create a text match filter
    ///
    /// # Arguments
    /// * `field` - Field name
    /// * `text` - Text to search for
    #[wasm_bindgen(js_name = matchText)]
    pub fn match_text(field: &str, text: &str) -> FilterBuilder {
        FilterBuilder {
            inner: CoreFilterExpression::match_text(field, text),
        }
    }

    /// Create a geo radius filter
    ///
    /// # Arguments
    /// * `field` - Field name (should contain {lat, lon} object)
    /// * `lat` - Center latitude
    /// * `lon` - Center longitude
    /// * `radius_m` - Radius in meters
    #[wasm_bindgen(js_name = geoRadius)]
    pub fn geo_radius(field: &str, lat: f64, lon: f64, radius_m: f64) -> FilterBuilder {
        FilterBuilder {
            inner: CoreFilterExpression::geo_radius(field, lat, lon, radius_m),
        }
    }

    /// Combine filters with AND
    ///
    /// # Arguments
    /// * `filters` - Array of FilterBuilder instances
    pub fn and(filters: Vec<FilterBuilder>) -> FilterBuilder {
        let inner_filters: Vec<CoreFilterExpression> =
            filters.into_iter().map(|f| f.inner).collect();

        FilterBuilder {
            inner: CoreFilterExpression::and(inner_filters),
        }
    }

    /// Combine filters with OR
    ///
    /// # Arguments
    /// * `filters` - Array of FilterBuilder instances
    pub fn or(filters: Vec<FilterBuilder>) -> FilterBuilder {
        let inner_filters: Vec<CoreFilterExpression> =
            filters.into_iter().map(|f| f.inner).collect();

        FilterBuilder {
            inner: CoreFilterExpression::or(inner_filters),
        }
    }

    /// Negate a filter with NOT
    ///
    /// # Arguments
    /// * `filter` - FilterBuilder instance to negate
    pub fn not(filter: FilterBuilder) -> FilterBuilder {
        FilterBuilder {
            inner: CoreFilterExpression::not(filter.inner),
        }
    }

    /// Create an EXISTS filter (field is present)
    pub fn exists(field: &str) -> FilterBuilder {
        FilterBuilder {
            inner: CoreFilterExpression::exists(field),
        }
    }

    /// Create an IS NULL filter (field is null)
    #[wasm_bindgen(js_name = isNull)]
    pub fn is_null(field: &str) -> FilterBuilder {
        FilterBuilder {
            inner: CoreFilterExpression::is_null(field),
        }
    }

    /// Convert to JSON for use with search
    ///
    /// # Returns
    /// JavaScript object representing the filter
    #[wasm_bindgen(js_name = toJson)]
    pub fn to_json(&self) -> Result<JsValue, JsValue> {
        to_value(&self.inner)
            .map_err(|e| JsValue::from_str(&format!("Failed to serialize filter: {}", e)))
    }

    /// Get all field names referenced in this filter
    #[wasm_bindgen(js_name = getFields)]
    pub fn get_fields(&self) -> Vec<String> {
        self.inner.get_fields()
    }
}

#[cfg(feature = "collections")]
impl Default for FilterBuilder {
    fn default() -> Self {
        Self::new()
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use wasm_bindgen_test::*;

    wasm_bindgen_test_configure!(run_in_browser);

    #[wasm_bindgen_test]
    fn test_version() {
        assert!(!version().is_empty());
    }

    #[wasm_bindgen_test]
    fn test_detect_simd() {
        // Just ensure it doesn't panic
        let _ = detect_simd();
    }
}