datacules-agentdb 0.5.0

Single-file embedded database for AI agents. SQL + Vector Search + Full-Text Search + Hybrid Queries + Memory Graphs.
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
using System;
using System.Runtime.InteropServices;

namespace Datacules.AgentDB
{
    /// <summary>
    /// AgentDB  .NET P/Invoke wrapper.
    ///
    /// <para>AgentDB is an embedded database engine that combines SQL (SQLite),
    /// a vector store, a memory graph, and full-text search in a single
    /// shared library.</para>
    ///
    /// <para><b>Loading the native library</b><br/>
    /// The P/Invoke declarations reference the library by its base name
    /// <c>"agentdb"</c>.  The .NET runtime resolves this to
    /// <c>libagentdb.so</c> on Linux, <c>libagentdb.dylib</c> on macOS, and
    /// <c>agentdb.dll</c> on Windows.  Place the library on your
    /// <c>LD_LIBRARY_PATH</c> / <c>DYLD_LIBRARY_PATH</c> / <c>PATH</c> or
    /// in the same directory as the application binary.</para>
    ///
    /// <para><b>Thread safety</b><br/>
    /// Each <see cref="AgentDB"/> instance must be used from one thread at a
    /// time.  The error-state (<c>agentdb_last_error</c>) is thread-local in
    /// the native library, which matches .NET's P/Invoke threading model.</para>
    ///
    /// <para><b>Disposal</b><br/>
    /// Always dispose via <c>using</c> or call <see cref="Dispose"/> explicitly.
    /// A finalizer provides a safety net but must not be relied upon in
    /// production.</para>
    /// </summary>
    public sealed class AgentDB : IDisposable
    {
        // ── P/Invoke declarations ─────────────────────────────────────────

        private const string LibName = "agentdb";

        [DllImport(LibName, EntryPoint = "agentdb_open",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeOpen(
            [MarshalAs(UnmanagedType.LPUTF8Str)] string path);

        [DllImport(LibName, EntryPoint = "agentdb_close",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern void NativeClose(IntPtr handle);

        [DllImport(LibName, EntryPoint = "agentdb_execute",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern long NativeExecute(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string sql);

        [DllImport(LibName, EntryPoint = "agentdb_query_json",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeQueryJson(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string sql);

        [DllImport(LibName, EntryPoint = "agentdb_vector_upsert",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeVectorUpsert(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id,
            float[] vector,
            UIntPtr dim,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string? metadataJson);

        [DllImport(LibName, EntryPoint = "agentdb_vector_search",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeVectorSearch(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            float[] query,
            UIntPtr dim,
            UIntPtr topK,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string? filterJson);

        [DllImport(LibName, EntryPoint = "agentdb_graph_add_node",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeGraphAddNode(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string kind,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string? dataJson);

        [DllImport(LibName, EntryPoint = "agentdb_graph_add_edge",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeGraphAddEdge(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string src,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string dst,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string relation,
            double weight);

        [DllImport(LibName, EntryPoint = "agentdb_graph_neighbors",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeGraphNeighbors(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string nodeId,
            UIntPtr maxDepth,
            double minWeight);

        [DllImport(LibName, EntryPoint = "agentdb_fts_index",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeFtsIndex(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string vecId,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collectionId,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string text);

        [DllImport(LibName, EntryPoint = "agentdb_fts_search",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeFtsSearch(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string query,
            UIntPtr topK);

        [DllImport(LibName, EntryPoint = "agentdb_hybrid_query",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeHybridQuery(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string anchorNode,
            float[] embedding,
            UIntPtr dim,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            UIntPtr graphDepth,
            UIntPtr topK,
            double alpha,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string? filterJson);

        [DllImport(LibName, EntryPoint = "agentdb_stats",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeStats(IntPtr handle);

        [DllImport(LibName, EntryPoint = "agentdb_last_error",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeLastError();

        [DllImport(LibName, EntryPoint = "agentdb_vector_delete",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeVectorDelete(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id);

        [DllImport(LibName, EntryPoint = "agentdb_drop_collection",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeDropCollection(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection);

        [DllImport(LibName, EntryPoint = "agentdb_reindex",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeReindex(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection);

        [DllImport(LibName, EntryPoint = "agentdb_graph_get_node",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern IntPtr NativeGraphGetNode(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id);

        [DllImport(LibName, EntryPoint = "agentdb_graph_delete_node",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeGraphDeleteNode(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id);

        [DllImport(LibName, EntryPoint = "agentdb_graph_delete_edge",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeGraphDeleteEdge(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string src,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string dst,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string relation);

        [DllImport(LibName, EntryPoint = "agentdb_fts_delete",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeFtsDelete(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string vecId);

        [DllImport(LibName, EntryPoint = "agentdb_fts_optimize",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeFtsOptimize(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string collection);

        [DllImport(LibName, EntryPoint = "agentdb_workflow_fail",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern int NativeWorkflowFail(
            IntPtr handle,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string id,
            [MarshalAs(UnmanagedType.LPUTF8Str)] string? error);

        [DllImport(LibName, EntryPoint = "agentdb_free_string",
            CallingConvention = CallingConvention.Cdecl)]
        private static extern void NativeFreeString(IntPtr ptr);

        // ── Instance state ────────────────────────────────────────────────

        private IntPtr _handle;
        private bool _disposed;

        private AgentDB(IntPtr handle)
        {
            _handle = handle;
        }

        // ── Public API ────────────────────────────────────────────────────

        /// <summary>
        /// Open or create an AgentDB database at <paramref name="path"/>.
        /// Use <c>":memory:"</c> for an ephemeral in-memory database.
        /// </summary>
        /// <param name="path">File system path or <c>":memory:"</c>.</param>
        /// <returns>An open <see cref="AgentDB"/> instance.</returns>
        /// <exception cref="AgentDBException">Thrown if the database cannot be opened.</exception>
        public static AgentDB Open(string path)
        {
            IntPtr h = NativeOpen(path);
            if (h == IntPtr.Zero)
                throw new AgentDBException(GetLastError("agentdb_open returned null handle"));
            return new AgentDB(h);
        }

        /// <summary>
        /// Release all native resources. Safe to call multiple times.
        /// </summary>
        public void Dispose()
        {
            if (!_disposed)
            {
                if (_handle != IntPtr.Zero)
                {
                    NativeClose(_handle);
                    _handle = IntPtr.Zero;
                }
                _disposed = true;
                GC.SuppressFinalize(this);
            }
        }

        /// <summary>Finalizer  safety net only. Prefer <c>using</c> blocks.</summary>
        ~AgentDB() => Dispose();

        // ── SQL ───────────────────────────────────────────────────────────

        /// <summary>
        /// Execute a raw SQL statement (DDL or DML). Returns the number of
        /// rows affected.
        /// </summary>
        /// <param name="sql">SQL statement to execute.</param>
        /// <returns>Number of rows affected.</returns>
        /// <exception cref="AgentDBException">Thrown on SQL error.</exception>
        public long Execute(string sql)
        {
            CheckOpen();
            long n = NativeExecute(_handle, sql);
            if (n == -1)
                throw new AgentDBException(GetLastError("agentdb_execute failed"));
            return n;
        }

        /// <summary>
        /// Execute a SELECT statement and return all rows as a JSON array.
        /// Each element is a JSON object whose keys are the column names.
        /// </summary>
        /// <param name="sql">SELECT statement.</param>
        /// <returns>JSON array string, e.g. <c>[{"id":"1","name":"Alice"}]</c>.</returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string QueryJson(string sql)
        {
            CheckOpen();
            IntPtr ptr = NativeQueryJson(_handle, sql);
            return ConsumeStringPtr(ptr, "agentdb_query_json failed");
        }

        // ── Vector store ──────────────────────────────────────────────────

        /// <summary>
        /// Upsert a vector into <paramref name="collection"/>.
        /// The collection is created automatically if it does not exist.
        /// </summary>
        /// <param name="collection">Collection name.</param>
        /// <param name="id">Unique document identifier.</param>
        /// <param name="vector">Embedding values.</param>
        /// <param name="metadataJson">Optional JSON metadata object, or <c>null</c>.</param>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void VectorUpsert(string collection, string id, float[] vector,
            string? metadataJson = null)
        {
            CheckOpen();
            if (vector is null || vector.Length == 0)
                throw new ArgumentException("vector must not be empty", nameof(vector));

            int rc = NativeVectorUpsert(_handle, collection, id, vector,
                (UIntPtr)vector.Length, metadataJson);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_vector_upsert failed"));
        }

        /// <summary>
        /// Find the nearest vectors to <paramref name="query"/> in
        /// <paramref name="collection"/>.
        /// </summary>
        /// <param name="collection">Collection name.</param>
        /// <param name="query">Query embedding.</param>
        /// <param name="topK">Maximum results to return.</param>
        /// <param name="filterJson">
        ///   Optional MongoDB-style metadata filter JSON, or <c>null</c>.
        /// </param>
        /// <returns>JSON array of <c>{"id", "score", "metadata"}</c> objects.</returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string VectorSearch(string collection, float[] query, int topK,
            string? filterJson = null)
        {
            CheckOpen();
            if (query is null || query.Length == 0)
                throw new ArgumentException("query must not be empty", nameof(query));

            IntPtr ptr = NativeVectorSearch(_handle, collection, query,
                (UIntPtr)query.Length, (UIntPtr)topK, filterJson);
            return ConsumeStringPtr(ptr, "agentdb_vector_search failed");
        }

        // ── Memory graph ──────────────────────────────────────────────────

        /// <summary>Add or update a node in the memory graph.</summary>
        /// <param name="id">Unique node identifier.</param>
        /// <param name="kind">Node type label (e.g. <c>"session"</c>, <c>"concept"</c>).</param>
        /// <param name="dataJson">Optional JSON metadata, or <c>null</c>.</param>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void GraphAddNode(string id, string kind, string? dataJson = null)
        {
            CheckOpen();
            int rc = NativeGraphAddNode(_handle, id, kind, dataJson);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_graph_add_node failed"));
        }

        /// <summary>Add or update a directed, weighted edge in the memory graph.</summary>
        /// <param name="src">Source node id.</param>
        /// <param name="dst">Destination node id.</param>
        /// <param name="relation">Relation label.</param>
        /// <param name="weight">Edge weight (0.01.0 recommended).</param>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void GraphAddEdge(string src, string dst, string relation, double weight)
        {
            CheckOpen();
            int rc = NativeGraphAddEdge(_handle, src, dst, relation, weight);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_graph_add_edge failed"));
        }

        /// <summary>
        /// Traverse the memory graph outward from <paramref name="nodeId"/>.
        /// </summary>
        /// <param name="nodeId">Anchor node identifier.</param>
        /// <param name="maxDepth">Maximum hops to traverse.</param>
        /// <param name="minWeight">Minimum edge weight to follow (0.0 = follow all).</param>
        /// <returns>JSON array of <c>{"id", "kind", "depth", "weight", "data"}</c> objects.</returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string GraphNeighbors(string nodeId, int maxDepth, double minWeight = 0.0)
        {
            CheckOpen();
            IntPtr ptr = NativeGraphNeighbors(_handle, nodeId, (UIntPtr)maxDepth, minWeight);
            return ConsumeStringPtr(ptr, "agentdb_graph_neighbors failed");
        }

        // ── Full-text search ──────────────────────────────────────────────

        /// <summary>Index a text document for full-text search.</summary>
        /// <param name="collection">FTS collection name.</param>
        /// <param name="vecId">Correlation key back to a vector entry.</param>
        /// <param name="collectionId">Correlation key for the vector collection.</param>
        /// <param name="text">Document text to index.</param>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void FtsIndex(string collection, string vecId, string collectionId, string text)
        {
            CheckOpen();
            int rc = NativeFtsIndex(_handle, collection, vecId, collectionId, text);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_fts_index failed"));
        }

        /// <summary>Run a full-text search query.</summary>
        /// <param name="collection">Collection to search.</param>
        /// <param name="query">Search query string.</param>
        /// <param name="topK">Maximum results.</param>
        /// <returns>JSON array of <c>{"id", "snippet", "rank"}</c> objects.</returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string FtsSearch(string collection, string query, int topK)
        {
            CheckOpen();
            IntPtr ptr = NativeFtsSearch(_handle, collection, query, (UIntPtr)topK);
            return ConsumeStringPtr(ptr, "agentdb_fts_search failed");
        }

        // ── Hybrid query ──────────────────────────────────────────────────

        /// <summary>
        /// Run a hybrid graph-traversal + vector-similarity query.
        /// </summary>
        /// <param name="anchorNode">Starting node id for graph traversal.</param>
        /// <param name="embedding">Query embedding.</param>
        /// <param name="collection">Vector collection name.</param>
        /// <param name="graphDepth">Maximum graph traversal depth.</param>
        /// <param name="topK">Results to return.</param>
        /// <param name="alpha">
        ///   Blend factor: 0.0 = pure graph ranking, 1.0 = pure vector ranking.
        /// </param>
        /// <param name="filterJson">
        ///   Optional MongoDB-style metadata filter JSON, or <c>null</c>.
        /// </param>
        /// <returns>
        ///   JSON array of <c>{"id", "rank_score", "vector_score", "graph_weight"}</c> objects.
        /// </returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string HybridQuery(string anchorNode, float[] embedding, string collection,
            int graphDepth, int topK, double alpha, string? filterJson = null)
        {
            CheckOpen();
            if (embedding is null || embedding.Length == 0)
                throw new ArgumentException("embedding must not be empty", nameof(embedding));

            IntPtr ptr = NativeHybridQuery(_handle, anchorNode, embedding,
                (UIntPtr)embedding.Length, collection,
                (UIntPtr)graphDepth, (UIntPtr)topK, alpha, filterJson);
            return ConsumeStringPtr(ptr, "agentdb_hybrid_query failed");
        }

        // ── Additional vector operations ──────────────────────────────────────

        /// <summary>Delete a vector by id from collection.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void VectorDelete(string collection, string id)
        {
            CheckOpen();
            int rc = NativeVectorDelete(_handle, collection, id);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_vector_delete failed"));
        }

        /// <summary>Drop a vector collection and all its data permanently.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void DropCollection(string collection)
        {
            CheckOpen();
            int rc = NativeDropCollection(_handle, collection);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_drop_collection failed"));
        }

        /// <summary>Force a full HNSW index rebuild for collection.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void Reindex(string collection)
        {
            CheckOpen();
            int rc = NativeReindex(_handle, collection);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_reindex failed"));
        }

        // ── Additional graph operations ───────────────────────────────────────

        /// <summary>Get a single memory graph node by id as a JSON object.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string GraphGetNode(string id)
        {
            CheckOpen();
            IntPtr ptr = NativeGraphGetNode(_handle, id);
            return ConsumeStringPtr(ptr, "agentdb_graph_get_node failed");
        }

        /// <summary>Delete a node (and its incident edges) from the memory graph.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void GraphDeleteNode(string id)
        {
            CheckOpen();
            int rc = NativeGraphDeleteNode(_handle, id);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_graph_delete_node failed"));
        }

        /// <summary>Delete a directed edge from the memory graph.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void GraphDeleteEdge(string src, string dst, string relation)
        {
            CheckOpen();
            int rc = NativeGraphDeleteEdge(_handle, src, dst, relation);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_graph_delete_edge failed"));
        }

        // ── Additional FTS operations ─────────────────────────────────────────

        /// <summary>Delete a document from the FTS index.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void FtsDelete(string collection, string vecId)
        {
            CheckOpen();
            int rc = NativeFtsDelete(_handle, collection, vecId);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_fts_delete failed"));
        }

        /// <summary>Merge FTS index segments for better query performance.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void FtsOptimize(string collection)
        {
            CheckOpen();
            int rc = NativeFtsOptimize(_handle, collection);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_fts_optimize failed"));
        }

        // ── Additional workflow operations ────────────────────────────────────

        /// <summary>Mark a workflow as failed with an optional error message.</summary>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public void WorkflowFail(string id, string? error = null)
        {
            CheckOpen();
            int rc = NativeWorkflowFail(_handle, id, error);
            if (rc != 0)
                throw new AgentDBException(GetLastError("agentdb_workflow_fail failed"));
        }

        // ── Stats ─────────────────────────────────────────────────────────

        /// <summary>
        /// Return a JSON object with database statistics:
        /// <c>collections</c>, <c>vectors</c>, <c>nodes</c>, <c>edges</c>.
        /// </summary>
        /// <returns>JSON object string.</returns>
        /// <exception cref="AgentDBException">Thrown on error.</exception>
        public string Stats()
        {
            CheckOpen();
            IntPtr ptr = NativeStats(_handle);
            return ConsumeStringPtr(ptr, "agentdb_stats failed");
        }

        // ── Internal helpers ──────────────────────────────────────────────

        private void CheckOpen()
        {
            if (_disposed || _handle == IntPtr.Zero)
                throw new ObjectDisposedException(nameof(AgentDB));
        }

        /// <summary>
        /// Convert a heap-allocated C string returned by AgentDB to a managed
        /// string, then free the native memory.
        /// </summary>
        private string ConsumeStringPtr(IntPtr ptr, string fallback)
        {
            if (ptr == IntPtr.Zero)
                throw new AgentDBException(GetLastError(fallback));
            try
            {
                return Marshal.PtrToStringUTF8(ptr)
                    ?? throw new AgentDBException(fallback);
            }
            finally
            {
                NativeFreeString(ptr);
            }
        }

        /// <summary>
        /// Retrieve and clear the thread-local last-error from the native
        /// library. Returns <paramref name="fallback"/> if none is set.
        /// </summary>
        private static string GetLastError(string fallback)
        {
            IntPtr ptr = NativeLastError();
            if (ptr == IntPtr.Zero) return fallback;
            try
            {
                return Marshal.PtrToStringUTF8(ptr) ?? fallback;
            }
            finally
            {
                NativeFreeString(ptr);
            }
        }
    }
}