JosephStoneCellAI commited on
Commit
5b471d6
·
verified ·
1 Parent(s): d86a2e2

Create src/agent_state.rs

Browse files
Files changed (1) hide show
  1. src/agent_state.rs +684 -0
src/agent_state.rs ADDED
@@ -0,0 +1,684 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ // SPF Smart Gateway - Agent State LMDB
2
+ // Copyright 2026 Joseph Stone - All Rights Reserved
3
+ //
4
+ // LMDB-backed persistent state for Agent's virtual home. Stores preferences,
5
+ // memory, working context, and session continuity data across sessions.
6
+ //
7
+ // Database: AGENT_STATE
8
+ // Storage: ~/SPFsmartGATE/LIVE/LMDB5/LMDB5.DB/
9
+
10
+ use anyhow::{anyhow, Result};
11
+ use heed::types::*;
12
+ use heed::{Database, Env, EnvOpenOptions};
13
+ use serde::{Deserialize, Serialize};
14
+ use std::collections::HashMap;
15
+ use std::path::Path;
16
+ use std::sync::atomic::{AtomicU64, Ordering};
17
+ use std::time::{SystemTime, UNIX_EPOCH};
18
+
19
+ /// Atomic counter for unique memory IDs within same timestamp
20
+ static MEMORY_COUNTER: AtomicU64 = AtomicU64::new(0);
21
+
22
+ const MAX_DB_SIZE: usize = 1024 * 1024 * 1024; // 1GB — virtual address space only, no physical cost
23
+
24
+ /// Memory entry type
25
+ #[derive(Debug, Clone, Copy, Serialize, Deserialize, PartialEq, Eq)]
26
+ pub enum MemoryType {
27
+ /// User preference
28
+ Preference,
29
+ /// Fact about the user/project
30
+ Fact,
31
+ /// Instruction from user
32
+ Instruction,
33
+ /// Context from previous sessions
34
+ Context,
35
+ /// Working state (temporary, session-bound)
36
+ Working,
37
+ /// Pinned (never auto-expire)
38
+ Pinned,
39
+ }
40
+
41
+ /// Memory entry stored in Agent's memory
42
+ #[derive(Debug, Clone, Serialize, Deserialize)]
43
+ pub struct MemoryEntry {
44
+ /// Unique ID
45
+ pub id: String,
46
+ /// Memory content
47
+ pub content: String,
48
+ /// Memory type
49
+ pub memory_type: MemoryType,
50
+ /// Tags for categorization
51
+ pub tags: Vec<String>,
52
+ /// Source (session ID or "user" if explicit)
53
+ pub source: String,
54
+ /// Created timestamp
55
+ pub created_at: u64,
56
+ /// Last accessed timestamp
57
+ pub last_accessed: u64,
58
+ /// Access count
59
+ pub access_count: u64,
60
+ /// Relevance score (0.0 - 1.0)
61
+ pub relevance: f64,
62
+ /// Expiry timestamp (0 = never)
63
+ pub expires_at: u64,
64
+ }
65
+
66
+ /// Session context for continuity
67
+ #[derive(Debug, Clone, Serialize, Deserialize)]
68
+ pub struct SessionContext {
69
+ /// Session ID
70
+ pub session_id: String,
71
+ /// Parent session ID (if resumed)
72
+ pub parent_session: Option<String>,
73
+ /// Session start time
74
+ pub started_at: u64,
75
+ /// Session end time (0 if ongoing)
76
+ pub ended_at: u64,
77
+ /// Working directory at start
78
+ pub working_dir: String,
79
+ /// Active project at start
80
+ pub active_project: Option<String>,
81
+ /// Summary of what was accomplished
82
+ pub summary: String,
83
+ /// Files modified
84
+ pub files_modified: Vec<String>,
85
+ /// Total complexity
86
+ pub total_complexity: u64,
87
+ /// Total actions
88
+ pub total_actions: u64,
89
+ }
90
+
91
+ /// Agent preferences
92
+ #[derive(Debug, Clone, Serialize, Deserialize, Default)]
93
+ pub struct AgentPreferences {
94
+ /// Preferred code style (e.g., "rust", "python")
95
+ pub code_style: Option<String>,
96
+ /// Preferred response length ("brief", "detailed", "adaptive")
97
+ pub response_length: String,
98
+ /// Whether to show thinking process
99
+ pub show_thinking: bool,
100
+ /// Preferred editor for large edits
101
+ pub preferred_editor: Option<String>,
102
+ /// Auto-save session context
103
+ pub auto_save_context: bool,
104
+ /// Maximum context entries to remember
105
+ pub max_context_entries: usize,
106
+ /// Custom key-value preferences
107
+ pub custom: HashMap<String, String>,
108
+ }
109
+
110
+ /// LMDB-backed Agent state manager
111
+ pub struct AgentStateDb {
112
+ env: Env,
113
+ /// Memory storage: id -> MemoryEntry
114
+ memory: Database<Str, SerdeBincode<MemoryEntry>>,
115
+ /// Session history: session_id -> SessionContext
116
+ sessions: Database<Str, SerdeBincode<SessionContext>>,
117
+ /// Key-value state: key -> JSON value
118
+ state: Database<Str, Str>,
119
+ /// Tag index: "tag:tagname" -> list of memory IDs (JSON array)
120
+ tags: Database<Str, Str>,
121
+ }
122
+
123
+ impl AgentStateDb {
124
+ /// Open or create Agent state LMDB at given path
125
+ pub fn open(path: &Path) -> Result<Self> {
126
+ std::fs::create_dir_all(path)?;
127
+
128
+ let env = unsafe {
129
+ EnvOpenOptions::new()
130
+ .map_size(MAX_DB_SIZE)
131
+ .max_dbs(8)
132
+ .open(path)?
133
+ };
134
+
135
+ let mut wtxn = env.write_txn()?;
136
+ let memory = env.create_database(&mut wtxn, Some("memory"))?;
137
+ let sessions = env.create_database(&mut wtxn, Some("sessions"))?;
138
+ let state = env.create_database(&mut wtxn, Some("state"))?;
139
+ let tags = env.create_database(&mut wtxn, Some("tags"))?;
140
+ wtxn.commit()?;
141
+
142
+ log::info!("Agent State LMDB opened at {:?}", path);
143
+ Ok(Self { env, memory, sessions, state, tags })
144
+ }
145
+
146
+ // ========================================================================
147
+ // MEMORY OPERATIONS
148
+ // ========================================================================
149
+
150
+ /// Store a memory entry
151
+ pub fn remember(&self, entry: MemoryEntry) -> Result<String> {
152
+ let id = entry.id.clone();
153
+
154
+ // Update tag index
155
+ for tag in &entry.tags {
156
+ self.add_to_tag_index(tag, &id)?;
157
+ }
158
+
159
+ let mut wtxn = self.env.write_txn()?;
160
+ self.memory.put(&mut wtxn, &id, &entry)?;
161
+ wtxn.commit()?;
162
+
163
+ Ok(id)
164
+ }
165
+
166
+ /// Create and store a new memory
167
+ pub fn create_memory(
168
+ &self,
169
+ content: &str,
170
+ memory_type: MemoryType,
171
+ tags: Vec<String>,
172
+ source: &str,
173
+ ) -> Result<String> {
174
+ let now = SystemTime::now()
175
+ .duration_since(UNIX_EPOCH)
176
+ .unwrap_or_default()
177
+ .as_secs();
178
+
179
+ let counter = MEMORY_COUNTER.fetch_add(1, Ordering::SeqCst);
180
+ let id = format!("mem_{}_{}", now, counter);
181
+
182
+ let entry = MemoryEntry {
183
+ id: id.clone(),
184
+ content: content.to_string(),
185
+ memory_type,
186
+ tags,
187
+ source: source.to_string(),
188
+ created_at: now,
189
+ last_accessed: now,
190
+ access_count: 0,
191
+ relevance: 1.0,
192
+ expires_at: match memory_type {
193
+ MemoryType::Working => now + 3600, // 1 hour
194
+ MemoryType::Fact => now + 43200, // 12 hours
195
+ MemoryType::Pinned => now + 172800, // 48 hours
196
+ _ => 0,
197
+ },
198
+ };
199
+
200
+ self.remember(entry)
201
+ }
202
+
203
+ /// Recall a memory by ID
204
+ pub fn recall(&self, id: &str) -> Result<Option<MemoryEntry>> {
205
+ let rtxn = self.env.read_txn()?;
206
+ let entry = self.memory.get(&rtxn, id)?;
207
+ drop(rtxn);
208
+
209
+ // Update access stats
210
+ if let Some(mut e) = entry.clone() {
211
+ e.last_accessed = SystemTime::now()
212
+ .duration_since(UNIX_EPOCH)
213
+ .unwrap_or_default()
214
+ .as_secs();
215
+ e.access_count += 1;
216
+
217
+ let mut wtxn = self.env.write_txn()?;
218
+ self.memory.put(&mut wtxn, id, &e)?;
219
+ wtxn.commit()?;
220
+ }
221
+
222
+ Ok(entry)
223
+ }
224
+
225
+ /// Search memories by content (simple substring match)
226
+ pub fn search_memories(&self, query: &str, limit: usize) -> Result<Vec<MemoryEntry>> {
227
+ let rtxn = self.env.read_txn()?;
228
+ let iter = self.memory.iter(&rtxn)?;
229
+
230
+ let query_lower = query.to_lowercase();
231
+ let mut matches = Vec::new();
232
+
233
+ for result in iter {
234
+ let (_, entry) = result?;
235
+ if entry.content.to_lowercase().contains(&query_lower) {
236
+ matches.push(entry);
237
+ if matches.len() >= limit {
238
+ break;
239
+ }
240
+ }
241
+ }
242
+
243
+ // Sort by relevance * recency
244
+ matches.sort_by(|a, b| {
245
+ let score_a = a.relevance * (a.last_accessed as f64);
246
+ let score_b = b.relevance * (b.last_accessed as f64);
247
+ score_b.partial_cmp(&score_a).unwrap_or(std::cmp::Ordering::Equal)
248
+ });
249
+
250
+ Ok(matches)
251
+ }
252
+
253
+ /// Get memories by tag
254
+ pub fn get_by_tag(&self, tag: &str) -> Result<Vec<MemoryEntry>> {
255
+ let key = format!("tag:{}", tag);
256
+ let rtxn = self.env.read_txn()?;
257
+
258
+ let ids: Vec<String> = match self.tags.get(&rtxn, &key)? {
259
+ Some(json) => serde_json::from_str(json)?,
260
+ None => return Ok(Vec::new()),
261
+ };
262
+
263
+ let mut entries = Vec::new();
264
+ for id in ids {
265
+ if let Some(entry) = self.memory.get(&rtxn, &id)? {
266
+ entries.push(entry);
267
+ }
268
+ }
269
+ Ok(entries)
270
+ }
271
+
272
+ /// Get memories by type
273
+ pub fn get_by_type(&self, memory_type: MemoryType) -> Result<Vec<MemoryEntry>> {
274
+ let rtxn = self.env.read_txn()?;
275
+ let iter = self.memory.iter(&rtxn)?;
276
+
277
+ let mut entries = Vec::new();
278
+ for result in iter {
279
+ let (_, entry) = result?;
280
+ if entry.memory_type == memory_type {
281
+ entries.push(entry);
282
+ }
283
+ }
284
+ Ok(entries)
285
+ }
286
+
287
+ /// Forget a memory
288
+ pub fn forget(&self, id: &str) -> Result<bool> {
289
+ // Remove from tag index
290
+ if let Some(entry) = self.recall(id)? {
291
+ for tag in &entry.tags {
292
+ self.remove_from_tag_index(tag, id)?;
293
+ }
294
+ }
295
+
296
+ let mut wtxn = self.env.write_txn()?;
297
+ let deleted = self.memory.delete(&mut wtxn, id)?;
298
+ wtxn.commit()?;
299
+ Ok(deleted)
300
+ }
301
+
302
+ /// Expire old memories
303
+ pub fn expire_memories(&self) -> Result<u64> {
304
+ let now = SystemTime::now()
305
+ .duration_since(UNIX_EPOCH)
306
+ .unwrap_or_default()
307
+ .as_secs();
308
+
309
+ let rtxn = self.env.read_txn()?;
310
+ let iter = self.memory.iter(&rtxn)?;
311
+
312
+ let mut to_delete = Vec::new();
313
+ for result in iter {
314
+ let (id, entry) = result?;
315
+ if entry.expires_at > 0 && entry.expires_at < now {
316
+ to_delete.push(id.to_string());
317
+ }
318
+ }
319
+ drop(rtxn);
320
+
321
+ let count = to_delete.len() as u64;
322
+ for id in to_delete {
323
+ self.forget(&id)?;
324
+ }
325
+ Ok(count)
326
+ }
327
+
328
+ // ========================================================================
329
+ // TAG INDEX
330
+ // ========================================================================
331
+
332
+ fn add_to_tag_index(&self, tag: &str, id: &str) -> Result<()> {
333
+ let key = format!("tag:{}", tag);
334
+ let rtxn = self.env.read_txn()?;
335
+
336
+ let mut ids: Vec<String> = match self.tags.get(&rtxn, &key)? {
337
+ Some(json) => serde_json::from_str(json)?,
338
+ None => Vec::new(),
339
+ };
340
+ drop(rtxn);
341
+
342
+ if !ids.contains(&id.to_string()) {
343
+ ids.push(id.to_string());
344
+ let json = serde_json::to_string(&ids)?;
345
+
346
+ let mut wtxn = self.env.write_txn()?;
347
+ self.tags.put(&mut wtxn, &key, &json)?;
348
+ wtxn.commit()?;
349
+ }
350
+ Ok(())
351
+ }
352
+
353
+ fn remove_from_tag_index(&self, tag: &str, id: &str) -> Result<()> {
354
+ let key = format!("tag:{}", tag);
355
+ let rtxn = self.env.read_txn()?;
356
+
357
+ let mut ids: Vec<String> = match self.tags.get(&rtxn, &key)? {
358
+ Some(json) => serde_json::from_str(json)?,
359
+ None => return Ok(()),
360
+ };
361
+ drop(rtxn);
362
+
363
+ ids.retain(|i| i != id);
364
+ let json = serde_json::to_string(&ids)?;
365
+
366
+ let mut wtxn = self.env.write_txn()?;
367
+ self.tags.put(&mut wtxn, &key, &json)?;
368
+ wtxn.commit()?;
369
+ Ok(())
370
+ }
371
+
372
+ /// List all tags
373
+ pub fn list_tags(&self) -> Result<Vec<String>> {
374
+ let rtxn = self.env.read_txn()?;
375
+ let iter = self.tags.iter(&rtxn)?;
376
+
377
+ let mut tags = Vec::new();
378
+ for result in iter {
379
+ let (key, _) = result?;
380
+ if key.starts_with("tag:") {
381
+ tags.push(key[4..].to_string());
382
+ }
383
+ }
384
+ Ok(tags)
385
+ }
386
+
387
+ // ========================================================================
388
+ // SESSION MANAGEMENT
389
+ // ========================================================================
390
+
391
+ /// Start a new session
392
+ pub fn start_session(&self, session_id: &str, working_dir: &str) -> Result<SessionContext> {
393
+ let now = SystemTime::now()
394
+ .duration_since(UNIX_EPOCH)
395
+ .unwrap_or_default()
396
+ .as_secs();
397
+
398
+ // Check for parent session (most recent)
399
+ let parent = self.get_latest_session()?.map(|s| s.session_id);
400
+
401
+ let ctx = SessionContext {
402
+ session_id: session_id.to_string(),
403
+ parent_session: parent,
404
+ started_at: now,
405
+ ended_at: 0,
406
+ working_dir: working_dir.to_string(),
407
+ active_project: None,
408
+ summary: String::new(),
409
+ files_modified: Vec::new(),
410
+ total_complexity: 0,
411
+ total_actions: 0,
412
+ };
413
+
414
+ let mut wtxn = self.env.write_txn()?;
415
+ self.sessions.put(&mut wtxn, session_id, &ctx)?;
416
+ wtxn.commit()?;
417
+
418
+ Ok(ctx)
419
+ }
420
+
421
+ /// End a session
422
+ pub fn end_session(&self, session_id: &str, summary: &str) -> Result<()> {
423
+ let rtxn = self.env.read_txn()?;
424
+ let mut ctx = self.sessions.get(&rtxn, session_id)?
425
+ .ok_or_else(|| anyhow!("Session not found: {}", session_id))?;
426
+ drop(rtxn);
427
+
428
+ ctx.ended_at = SystemTime::now()
429
+ .duration_since(UNIX_EPOCH)
430
+ .unwrap_or_default()
431
+ .as_secs();
432
+ ctx.summary = summary.to_string();
433
+
434
+ let mut wtxn = self.env.write_txn()?;
435
+ self.sessions.put(&mut wtxn, session_id, &ctx)?;
436
+ wtxn.commit()?;
437
+ Ok(())
438
+ }
439
+
440
+ /// Update session context
441
+ pub fn update_session(&self, ctx: &SessionContext) -> Result<()> {
442
+ let mut wtxn = self.env.write_txn()?;
443
+ self.sessions.put(&mut wtxn, &ctx.session_id, ctx)?;
444
+ wtxn.commit()?;
445
+ Ok(())
446
+ }
447
+
448
+ /// Get session by ID
449
+ pub fn get_session(&self, session_id: &str) -> Result<Option<SessionContext>> {
450
+ let rtxn = self.env.read_txn()?;
451
+ Ok(self.sessions.get(&rtxn, session_id)?)
452
+ }
453
+
454
+ /// Get most recent session
455
+ pub fn get_latest_session(&self) -> Result<Option<SessionContext>> {
456
+ let rtxn = self.env.read_txn()?;
457
+ let iter = self.sessions.iter(&rtxn)?;
458
+
459
+ let mut latest: Option<SessionContext> = None;
460
+ for result in iter {
461
+ let (_, ctx) = result?;
462
+ if latest.as_ref().map_or(true, |l| ctx.started_at > l.started_at) {
463
+ latest = Some(ctx);
464
+ }
465
+ }
466
+ Ok(latest)
467
+ }
468
+
469
+ /// Get session chain (this session and all parents)
470
+ pub fn get_session_chain(&self, session_id: &str) -> Result<Vec<SessionContext>> {
471
+ let mut chain = Vec::new();
472
+ let mut current = session_id.to_string();
473
+
474
+ while let Some(ctx) = self.get_session(&current)? {
475
+ let parent = ctx.parent_session.clone();
476
+ chain.push(ctx);
477
+ match parent {
478
+ Some(p) => current = p,
479
+ None => break,
480
+ }
481
+ }
482
+
483
+ Ok(chain)
484
+ }
485
+
486
+ /// Record file modification in session
487
+ pub fn record_file_modified(&self, session_id: &str, file_path: &str) -> Result<()> {
488
+ let rtxn = self.env.read_txn()?;
489
+ let mut ctx = self.sessions.get(&rtxn, session_id)?
490
+ .ok_or_else(|| anyhow!("Session not found"))?;
491
+ drop(rtxn);
492
+
493
+ if !ctx.files_modified.contains(&file_path.to_string()) {
494
+ ctx.files_modified.push(file_path.to_string());
495
+ self.update_session(&ctx)?;
496
+ }
497
+ Ok(())
498
+ }
499
+
500
+ /// Increment session counters
501
+ pub fn increment_session_stats(&self, session_id: &str, complexity: u64) -> Result<()> {
502
+ let rtxn = self.env.read_txn()?;
503
+ let mut ctx = self.sessions.get(&rtxn, session_id)?
504
+ .ok_or_else(|| anyhow!("Session not found"))?;
505
+ drop(rtxn);
506
+
507
+ ctx.total_complexity += complexity;
508
+ ctx.total_actions += 1;
509
+ self.update_session(&ctx)
510
+ }
511
+
512
+ // ========================================================================
513
+ // STATE (Key-Value)
514
+ // ========================================================================
515
+
516
+ /// Get a state value
517
+ pub fn get_state(&self, key: &str) -> Result<Option<String>> {
518
+ let rtxn = self.env.read_txn()?;
519
+ Ok(self.state.get(&rtxn, key)?.map(|s| s.to_string()))
520
+ }
521
+
522
+ /// Set a state value
523
+ pub fn set_state(&self, key: &str, value: &str) -> Result<()> {
524
+ let mut wtxn = self.env.write_txn()?;
525
+ self.state.put(&mut wtxn, key, value)?;
526
+ wtxn.commit()?;
527
+ Ok(())
528
+ }
529
+
530
+ /// Get typed state value
531
+ pub fn get_state_typed<T: for<'de> Deserialize<'de>>(&self, key: &str) -> Result<Option<T>> {
532
+ match self.get_state(key)? {
533
+ Some(json) => Ok(Some(serde_json::from_str(&json)?)),
534
+ None => Ok(None),
535
+ }
536
+ }
537
+
538
+ /// Set typed state value
539
+ pub fn set_state_typed<T: Serialize>(&self, key: &str, value: &T) -> Result<()> {
540
+ let json = serde_json::to_string(value)?;
541
+ self.set_state(key, &json)
542
+ }
543
+
544
+ /// Delete a state key
545
+ pub fn delete_state(&self, key: &str) -> Result<bool> {
546
+ let mut wtxn = self.env.write_txn()?;
547
+ let deleted = self.state.delete(&mut wtxn, key)?;
548
+ wtxn.commit()?;
549
+ Ok(deleted)
550
+ }
551
+
552
+ /// List all state keys
553
+ pub fn list_state_keys(&self) -> Result<Vec<String>> {
554
+ let rtxn = self.env.read_txn()?;
555
+ let iter = self.state.iter(&rtxn)?;
556
+
557
+ let mut keys = Vec::new();
558
+ for result in iter {
559
+ let (key, _) = result?;
560
+ keys.push(key.to_string());
561
+ }
562
+ Ok(keys)
563
+ }
564
+
565
+ // ========================================================================
566
+ // PREFERENCES
567
+ // ========================================================================
568
+
569
+ /// Get Agent preferences
570
+ pub fn get_preferences(&self) -> Result<AgentPreferences> {
571
+ self.get_state_typed::<AgentPreferences>("preferences")?
572
+ .ok_or_else(|| anyhow!("Preferences not initialized"))
573
+ .or_else(|_| Ok(AgentPreferences::default()))
574
+ }
575
+
576
+ /// Set Agent preferences
577
+ pub fn set_preferences(&self, prefs: &AgentPreferences) -> Result<()> {
578
+ self.set_state_typed("preferences", prefs)
579
+ }
580
+
581
+ /// Update a single preference
582
+ pub fn set_preference(&self, key: &str, value: &str) -> Result<()> {
583
+ let mut prefs = self.get_preferences()?;
584
+ prefs.custom.insert(key.to_string(), value.to_string());
585
+ self.set_preferences(&prefs)
586
+ }
587
+
588
+ // ========================================================================
589
+ // INITIALIZATION
590
+ // ========================================================================
591
+
592
+ /// Initialize with defaults
593
+ pub fn init_defaults(&self) -> Result<()> {
594
+ // Only init if not already initialized
595
+ if self.get_state("initialized")?.is_some() {
596
+ return Ok(());
597
+ }
598
+
599
+ // Default preferences
600
+ self.set_preferences(&AgentPreferences {
601
+ code_style: None,
602
+ response_length: "adaptive".to_string(),
603
+ show_thinking: false,
604
+ preferred_editor: None,
605
+ auto_save_context: true,
606
+ max_context_entries: 100,
607
+ custom: HashMap::new(),
608
+ })?;
609
+
610
+ // Initial memories
611
+ self.create_memory(
612
+ "SPF Smart Gateway provides AI self-governance with complexity-based enforcement",
613
+ MemoryType::Fact,
614
+ vec!["spf".to_string(), "system".to_string()],
615
+ "system",
616
+ )?;
617
+
618
+ self.create_memory(
619
+ "User prefers concise responses without emojis unless requested",
620
+ MemoryType::Preference,
621
+ vec!["style".to_string()],
622
+ "system",
623
+ )?;
624
+
625
+ self.set_state("initialized", "true")?;
626
+ self.set_state("version", "1.0.0")?;
627
+
628
+ log::info!("Agent State LMDB initialized with defaults");
629
+ Ok(())
630
+ }
631
+
632
+ /// Get context summary for session start
633
+ pub fn get_context_summary(&self) -> Result<String> {
634
+ let mut summary = String::new();
635
+
636
+ // Last session info
637
+ if let Some(last) = self.get_latest_session()? {
638
+ if !last.summary.is_empty() {
639
+ summary.push_str(&format!("Last session: {}\n", last.summary));
640
+ }
641
+ if !last.files_modified.is_empty() {
642
+ summary.push_str(&format!(
643
+ "Files modified: {}\n",
644
+ last.files_modified.len()
645
+ ));
646
+ }
647
+ }
648
+
649
+ // Active instructions
650
+ let instructions = self.get_by_type(MemoryType::Instruction)?;
651
+ if !instructions.is_empty() {
652
+ summary.push_str("\nActive instructions:\n");
653
+ for inst in instructions.iter().take(5) {
654
+ summary.push_str(&format!("- {}\n", inst.content));
655
+ }
656
+ }
657
+
658
+ // Recent context
659
+ let context = self.get_by_type(MemoryType::Context)?;
660
+ if !context.is_empty() {
661
+ summary.push_str("\nRecent context:\n");
662
+ for ctx in context.iter().take(3) {
663
+ summary.push_str(&format!("- {}\n", ctx.content));
664
+ }
665
+ }
666
+
667
+ Ok(summary)
668
+ }
669
+
670
+ /// Get database stats
671
+ pub fn db_stats(&self) -> Result<(u64, u64, u64, u64)> {
672
+ let rtxn = self.env.read_txn()?;
673
+ let memory_stat = self.memory.stat(&rtxn)?;
674
+ let sessions_stat = self.sessions.stat(&rtxn)?;
675
+ let state_stat = self.state.stat(&rtxn)?;
676
+ let tags_stat = self.tags.stat(&rtxn)?;
677
+ Ok((
678
+ memory_stat.entries as u64,
679
+ sessions_stat.entries as u64,
680
+ state_stat.entries as u64,
681
+ tags_stat.entries as u64,
682
+ ))
683
+ }
684
+ }