remem-ai 0.5.11

Persistent memory for Claude Code and Codex — single binary, automatic context
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
//! Raw archive layer — captures every user/assistant turn regardless of
//! whether summarize/promote choose to keep it.
//!
//! Spec: SPEC-raw-archive-vs-curated-memory-2026-04-22.md

use anyhow::Result;
use rusqlite::{params, Connection};

pub const ROLE_USER: &str = "user";
pub const ROLE_ASSISTANT: &str = "assistant";

pub const SOURCE_TRANSCRIPT: &str = "transcript";
pub const SOURCE_HOOK: &str = "hook";
pub const SOURCE_MANUAL: &str = "manual";

#[derive(Debug, Clone)]
pub struct RawMessage {
    pub id: i64,
    pub session_id: String,
    pub project: String,
    pub role: String,
    pub content: String,
    pub source: String,
    pub branch: Option<String>,
    pub cwd: Option<String>,
    pub created_at_epoch: i64,
}

/// Exact byte-for-byte hash of the raw message content. Distinct from
/// `memory::promote::slug::content_hash`, which normalizes whitespace/case for
/// semantic dedup of curated memories.
fn exact_content_hash(content: &str) -> String {
    format!("{:016x}", crate::db::deterministic_hash(content.as_bytes()))
}

/// Insert one raw message. UNIQUE(project, session_id, role, content_hash)
/// makes this idempotent across repeated Stop-hook drains of the same
/// transcript while still preserving identical text spoken in different
/// sessions (issue #237).
/// Returns the row id of the existing or newly inserted message, or None
/// when the content is empty.
/// Outcome of a raw-message insert attempt.
///
/// `inserted == false` means a row with the same `(project, session_id, role,
/// content_hash)` already existed and `id` points at the pre-existing row
/// rather than a newly created one.
#[derive(Debug, Clone, Copy)]
pub struct RawInsertOutcome {
    pub id: i64,
    pub inserted: bool,
}

#[derive(Debug, Clone, Default, PartialEq, Eq)]
pub struct RawIngestReport {
    pub inserted: usize,
    pub duplicates: usize,
    pub empty_messages: usize,
    pub skipped_messages: usize,
    pub parse_errors: usize,
    pub insert_errors: usize,
    pub read_error: Option<String>,
}

impl RawIngestReport {
    pub fn has_failures(&self) -> bool {
        self.read_error.is_some() || self.parse_errors > 0 || self.insert_errors > 0
    }

    pub fn failure_kind(&self) -> Option<&'static str> {
        match (
            self.read_error.is_some(),
            self.parse_errors > 0,
            self.insert_errors > 0,
        ) {
            (true, false, false) => Some("read_error"),
            (false, true, false) => Some("parse_errors"),
            (false, false, true) => Some("insert_errors"),
            (true, _, _) | (_, true, true) => Some("mixed_errors"),
            (false, false, false) => None,
        }
    }

    fn failure_message(&self) -> String {
        if let Some(error) = &self.read_error {
            return error.clone();
        }
        format!(
            "parse_errors={} insert_errors={}",
            self.parse_errors, self.insert_errors
        )
    }
}

pub fn insert_raw_message(
    conn: &Connection,
    session_id: &str,
    project: &str,
    role: &str,
    content: &str,
    source: &str,
    branch: Option<&str>,
    cwd: Option<&str>,
) -> Result<Option<RawInsertOutcome>> {
    let trimmed = content.trim();
    if trimmed.is_empty() {
        return Ok(None);
    }
    let hash = exact_content_hash(trimmed);
    let now = chrono::Utc::now().timestamp();

    let inserted = conn.execute(
        "INSERT INTO raw_messages \
         (session_id, project, role, content, content_hash, source, branch, cwd, created_at_epoch) \
         VALUES (?1, ?2, ?3, ?4, ?5, ?6, ?7, ?8, ?9) \
         ON CONFLICT(project, session_id, role, content_hash) DO NOTHING",
        params![session_id, project, role, trimmed, hash, source, branch, cwd, now],
    )?;

    if inserted > 0 {
        Ok(Some(RawInsertOutcome {
            id: conn.last_insert_rowid(),
            inserted: true,
        }))
    } else {
        let existing: i64 = conn.query_row(
            "SELECT id FROM raw_messages \
             WHERE project = ?1 AND session_id = ?2 AND role = ?3 AND content_hash = ?4",
            params![project, session_id, role, hash],
            |row| row.get(0),
        )?;
        Ok(Some(RawInsertOutcome {
            id: existing,
            inserted: false,
        }))
    }
}

/// Drain a Claude Code transcript JSONL file into raw_messages.
pub fn drain_transcript(
    conn: &Connection,
    transcript_path: &str,
    session_id: &str,
    project: &str,
    branch: Option<&str>,
    cwd: Option<&str>,
) -> Result<RawIngestReport> {
    let content = match std::fs::read_to_string(transcript_path) {
        Ok(content) => content,
        Err(error) => {
            let report = RawIngestReport {
                read_error: Some(format!(
                    "read transcript {} failed: {}",
                    transcript_path, error
                )),
                ..RawIngestReport::default()
            };
            crate::log::warn(
                "raw-archive",
                report
                    .read_error
                    .as_deref()
                    .unwrap_or("read transcript failed"),
            );
            record_raw_ingest_failure(
                conn,
                session_id,
                project,
                SOURCE_TRANSCRIPT,
                Some(transcript_path),
                &report,
            )?;
            return Ok(report);
        }
    };

    let mut report = RawIngestReport::default();
    for line in content.lines() {
        let Ok(value) = serde_json::from_str::<serde_json::Value>(line) else {
            report.parse_errors += 1;
            continue;
        };
        let role = match value["type"].as_str() {
            Some("user") => ROLE_USER,
            Some("assistant") => ROLE_ASSISTANT,
            _ => {
                report.skipped_messages += 1;
                continue;
            }
        };
        let text = extract_message_text(&value);
        if text.trim().is_empty() {
            report.empty_messages += 1;
            continue;
        }

        match insert_raw_message(
            conn,
            session_id,
            project,
            role,
            &text,
            SOURCE_TRANSCRIPT,
            branch,
            cwd,
        ) {
            Ok(Some(outcome)) if outcome.inserted => report.inserted += 1,
            Ok(Some(_)) => report.duplicates += 1,
            Ok(None) => report.empty_messages += 1,
            Err(error) => {
                report.insert_errors += 1;
                crate::log::warn(
                    "raw-archive",
                    &format!("insert raw message failed: {}", error),
                );
            }
        }
    }
    if report.has_failures() {
        record_raw_ingest_failure(
            conn,
            session_id,
            project,
            SOURCE_TRANSCRIPT,
            Some(transcript_path),
            &report,
        )?;
    }
    Ok(report)
}

pub fn record_raw_ingest_failure(
    conn: &Connection,
    session_id: &str,
    project: &str,
    source: &str,
    transcript_path: Option<&str>,
    report: &RawIngestReport,
) -> Result<()> {
    let Some(kind) = report.failure_kind() else {
        return Ok(());
    };
    conn.execute(
        "INSERT INTO raw_ingest_failures
         (project, session_id, source, transcript_path, error_kind, error_message,
          inserted, duplicates, parse_errors, insert_errors, created_at_epoch)
         VALUES (?1, ?2, ?3, ?4, ?5, ?6, ?7, ?8, ?9, ?10, ?11)",
        params![
            project,
            session_id,
            source,
            transcript_path,
            kind,
            crate::db::truncate_str(&report.failure_message(), 1000),
            report.inserted as i64,
            report.duplicates as i64,
            report.parse_errors as i64,
            report.insert_errors as i64,
            chrono::Utc::now().timestamp()
        ],
    )?;
    Ok(())
}

fn extract_message_text(value: &serde_json::Value) -> String {
    let content = &value["message"]["content"];
    if let Some(array) = content.as_array() {
        let parts: Vec<String> = array
            .iter()
            .filter_map(|entry| {
                match entry["type"].as_str() {
                    Some("text") => entry["text"].as_str().map(|s| s.to_string()),
                    // user messages can carry plain strings under `content` too
                    _ => None,
                }
            })
            .collect();
        return parts.join("\n");
    }
    if let Some(text) = content.as_str() {
        return text.to_string();
    }
    String::new()
}

#[derive(Debug, Clone)]
pub struct RawSearchRequest {
    pub query: String,
    pub project: Option<String>,
    pub branch: Option<String>,
    pub role: Option<String>,
    pub limit: i64,
    pub offset: i64,
}

pub fn search_raw_messages(conn: &Connection, req: &RawSearchRequest) -> Result<Vec<RawMessage>> {
    let limit = req.limit.max(1);
    let offset = req.offset.max(0);
    let query = req.query.trim();
    if query.is_empty() {
        return Ok(vec![]);
    }

    let mut sql = String::from(
        "SELECT r.id, r.session_id, r.project, r.role, r.content, r.source, \
                r.branch, r.cwd, r.created_at_epoch \
         FROM raw_messages r \
         JOIN raw_messages_fts f ON f.rowid = r.id \
         WHERE raw_messages_fts MATCH ?1",
    );
    let mut binds: Vec<Box<dyn rusqlite::types::ToSql>> = vec![Box::new(fts_query(query))];

    if let Some(project) = req.project.as_deref() {
        sql.push_str(" AND r.project = ?");
        sql.push_str(&(binds.len() + 1).to_string());
        binds.push(Box::new(project.to_string()));
    }
    if let Some(branch) = req.branch.as_deref() {
        let idx = binds.len() + 1;
        sql.push_str(&format!(" AND (r.branch = ?{idx} OR r.branch IS NULL)"));
        binds.push(Box::new(branch.to_string()));
    }
    if let Some(role) = req.role.as_deref() {
        sql.push_str(" AND r.role = ?");
        sql.push_str(&(binds.len() + 1).to_string());
        binds.push(Box::new(role.to_string()));
    }

    sql.push_str(&format!(
        " ORDER BY r.created_at_epoch DESC LIMIT {} OFFSET {}",
        limit, offset
    ));

    let mut stmt = conn.prepare(&sql)?;
    let rows = stmt.query_map(
        rusqlite::params_from_iter(crate::db::to_sql_refs(&binds)),
        |row| {
            Ok(RawMessage {
                id: row.get(0)?,
                session_id: row.get(1)?,
                project: row.get(2)?,
                role: row.get(3)?,
                content: row.get(4)?,
                source: row.get(5)?,
                branch: row.get(6)?,
                cwd: row.get(7)?,
                created_at_epoch: row.get(8)?,
            })
        },
    )?;

    let mut out = Vec::new();
    for row in rows {
        out.push(row?);
    }
    Ok(out)
}

fn fts_query(query: &str) -> String {
    // Wrap each token in quotes so we use phrase matching (robust against
    // punctuation that trigram tokenizer would otherwise choke on).
    let cleaned: Vec<String> = query
        .split_whitespace()
        .filter(|token| !token.is_empty())
        .map(|token| format!("\"{}\"", token.replace('\"', "\"\"")))
        .collect();
    if cleaned.is_empty() {
        format!("\"{}\"", query.replace('\"', "\"\""))
    } else {
        cleaned.join(" ")
    }
}

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

    fn setup_conn() -> Connection {
        let conn = Connection::open_in_memory().unwrap();
        crate::migrate::run_migrations(&conn).unwrap();
        conn
    }

    fn write_temp_transcript(name: &str, content: &str) -> Result<std::path::PathBuf> {
        let path = std::env::temp_dir().join(format!(
            "remem-{name}-{}-{}.jsonl",
            std::process::id(),
            chrono::Utc::now().timestamp_nanos_opt().unwrap_or_default()
        ));
        std::fs::write(&path, content)?;
        Ok(path)
    }

    fn raw_ingest_failure_count(conn: &Connection) -> Result<i64> {
        Ok(
            conn.query_row("SELECT COUNT(*) FROM raw_ingest_failures", [], |row| {
                row.get(0)
            })?,
        )
    }

    #[test]
    fn insert_is_idempotent_per_session_role_content() {
        let conn = setup_conn();
        let id1 = insert_raw_message(
            &conn,
            "s1",
            "/proj",
            ROLE_USER,
            "hello world",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap()
        .expect("first insert returns Some");
        // Same session + same text => deduped onto the existing row.
        let id2 = insert_raw_message(
            &conn,
            "s1",
            "/proj",
            ROLE_USER,
            "hello world",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap()
        .expect("second insert returns Some");
        assert_eq!(id1.id, id2.id);
        assert!(id1.inserted, "first call must mark inserted");
        assert!(!id2.inserted, "second call must mark not-inserted");
        let count: i64 = conn
            .query_row("SELECT COUNT(*) FROM raw_messages", [], |row| row.get(0))
            .unwrap();
        assert_eq!(count, 1);
    }

    /// Regression for #237: the same text spoken in two different sessions must
    /// keep BOTH turns. The old UNIQUE(project, role, content_hash) globally
    /// deduped across sessions and silently dropped the second turn.
    #[test]
    fn identical_text_across_sessions_keeps_both_turns() {
        let conn = setup_conn();
        let id1 = insert_raw_message(
            &conn,
            "s1",
            "/proj",
            ROLE_USER,
            "let's deploy the service",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap()
        .expect("first insert returns Some");
        let id2 = insert_raw_message(
            &conn,
            "s2",
            "/proj",
            ROLE_USER,
            "let's deploy the service",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap()
        .expect("second insert returns Some");

        assert!(id1.inserted, "first session turn must be inserted");
        assert!(id2.inserted, "second session turn must also be inserted");
        assert_ne!(id1.id, id2.id, "the two sessions must keep distinct rows");

        let count: i64 = conn
            .query_row("SELECT COUNT(*) FROM raw_messages", [], |row| row.get(0))
            .unwrap();
        assert_eq!(count, 2, "both session turns must be preserved");
    }

    #[test]
    fn empty_content_is_skipped() {
        let conn = setup_conn();
        let id = insert_raw_message(
            &conn,
            "s1",
            "/proj",
            ROLE_USER,
            "   \n\t  ",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap();
        assert!(id.is_none());
    }

    #[test]
    fn fts_finds_inserted_content() {
        let conn = setup_conn();
        insert_raw_message(
            &conn,
            "s1",
            "/proj",
            ROLE_USER,
            "帮我看看 VPS RackNerd 的价格",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap();
        let hits = search_raw_messages(
            &conn,
            &RawSearchRequest {
                query: "RackNerd".to_string(),
                project: Some("/proj".to_string()),
                branch: None,
                role: None,
                limit: 10,
                offset: 0,
            },
        )
        .unwrap();
        assert_eq!(hits.len(), 1);
        assert!(hits[0].content.contains("RackNerd"));
    }

    #[test]
    fn search_branch_filter_keeps_matching_and_branchless_raw_messages() {
        let conn = setup_conn();
        insert_raw_message(
            &conn,
            "s-main",
            "/proj",
            ROLE_USER,
            "shared needle on main",
            SOURCE_HOOK,
            Some("main"),
            None,
        )
        .unwrap();
        insert_raw_message(
            &conn,
            "s-feature",
            "/proj",
            ROLE_USER,
            "shared needle on feature",
            SOURCE_HOOK,
            Some("feature"),
            None,
        )
        .unwrap();
        insert_raw_message(
            &conn,
            "s-branchless",
            "/proj",
            ROLE_USER,
            "shared needle without branch",
            SOURCE_HOOK,
            None,
            None,
        )
        .unwrap();

        let hits = search_raw_messages(
            &conn,
            &RawSearchRequest {
                query: "needle".to_string(),
                project: Some("/proj".to_string()),
                branch: Some("main".to_string()),
                role: None,
                limit: 10,
                offset: 0,
            },
        )
        .unwrap();
        let branches: Vec<Option<String>> = hits.into_iter().map(|hit| hit.branch).collect();

        assert!(branches.contains(&Some("main".to_string())));
        assert!(branches.contains(&None));
        assert!(
            !branches.contains(&Some("feature".to_string())),
            "{branches:?}"
        );
    }

    #[test]
    fn drain_transcript_counts_parse_errors_and_records_failure() -> Result<()> {
        let conn = setup_conn();
        let path = write_temp_transcript(
            "raw-parse-error",
            format!(
                "{}\nnot json\n",
                r#"{"type":"assistant","message":{"content":[{"type":"text","text":"kept message"}]}}"#
            )
            .as_str(),
        )?;

        let report = drain_transcript(
            &conn,
            path.to_string_lossy().as_ref(),
            "session-parse",
            "/proj",
            None,
            None,
        )?;

        assert_eq!(report.inserted, 1);
        assert_eq!(report.parse_errors, 1);
        assert_eq!(raw_ingest_failure_count(&conn)?, 1);
        let (kind, parse_errors): (String, i64) = conn.query_row(
            "SELECT error_kind, parse_errors FROM raw_ingest_failures",
            [],
            |row| Ok((row.get(0)?, row.get(1)?)),
        )?;
        assert_eq!(kind, "parse_errors");
        assert_eq!(parse_errors, 1);
        std::fs::remove_file(path)?;
        Ok(())
    }

    #[test]
    fn drain_transcript_counts_insert_errors_and_records_failure() -> Result<()> {
        let conn = setup_conn();
        conn.execute_batch(
            "CREATE TRIGGER fail_raw_archive_insert
             BEFORE INSERT ON raw_messages
             BEGIN
                 SELECT RAISE(FAIL, 'raw insert failed');
             END;",
        )?;
        let path = write_temp_transcript(
            "raw-insert-error",
            r#"{"type":"assistant","message":{"content":[{"type":"text","text":"cannot insert"}]}}"#,
        )?;

        let report = drain_transcript(
            &conn,
            path.to_string_lossy().as_ref(),
            "session-insert",
            "/proj",
            None,
            None,
        )?;

        assert_eq!(report.inserted, 0);
        assert_eq!(report.insert_errors, 1);
        assert_eq!(raw_ingest_failure_count(&conn)?, 1);
        let (kind, insert_errors): (String, i64) = conn.query_row(
            "SELECT error_kind, insert_errors FROM raw_ingest_failures",
            [],
            |row| Ok((row.get(0)?, row.get(1)?)),
        )?;
        assert_eq!(kind, "insert_errors");
        assert_eq!(insert_errors, 1);
        std::fs::remove_file(path)?;
        Ok(())
    }
}