vipune 0.3.0

A minimal memory layer for AI agents
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
# CLI Reference

Complete reference for all vipune commands.

## Global Flags

These flags apply to all commands:

| Flag | Short | Description |
|------|-------|-------------|
| `--json` | | Output as JSON (pretty-printed) instead of human-readable text |
| `--project <id>` | `-p` | Project identifier (auto-detected from git if omitted) |
| `--db-path <path>` | | Override database path |

## Commands

### add

Store a memory.

```
vipune add <text> [--metadata <json>] [--force] [--memory-type <type>] [--status <status>] [--supersedes <id>]
```

**Arguments:**
- `text` - Memory text content (required)

**Flags:**
- `-m, --metadata <json>` - Optional JSON metadata (e.g., `{"topic": "auth"}`)
- `--force` - Bypass conflict detection and add regardless
- `--memory-type <type>` - Memory type: `fact` (default), `preference`, `procedure`, `guard`, `observation`
- `--status <status>` - Initial status: `active` (default) or `candidate`
- `--supersedes <id>` - Atomically supersede an existing memory (mutually exclusive with `--force`)

**Behavior:**
- Generates semantic embedding for the text
- Checks for similar existing memories (similarity ≥ threshold)
- If conflicts found: returns exit code 2, lists conflicting memories
- If `--force` used: skips conflict check and adds memory
- If `--supersedes` used: atomically adds new memory and marks target as `superseded`

**Exit codes:**
- `0` - Successfully added
- `1` - Error (invalid input, database error)
- `2` - Conflicts detected (similar memories exist)
- `3` - Content too long (exceeds embedding token limit)

**Human output:**
```
Added memory: 123e4567-e89b-12d3-a456-426614174000
```

**Conflicts output:**
```
Conflicts detected: 1 similar memory/memories found
Proposed: Authentication uses OAuth2
Use --force to add anyway
  123e4567-e89b-12d3-a456-426614174000 (similarity: 0.94)
    Auth system uses OAuth2 for login
```

**JSON output (success):**
```json
{
  "status": "added",
  "id": "123e4567-e89b-12d3-a456-426614174000"
}
```

**JSON output (conflicts):**
```json
{
  "status": "conflicts",
  "proposed": "Authentication uses OAuth2",
  "conflicts": [
    {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "content": "Auth system uses OAuth2 for login",
      "similarity": 0.94
    }
  ]
}
```

**Supersede example:**
```bash
# Replace an outdated memory atomically
vipune add "Alice now works at Google" --supersedes abc123-old-memory-id
```
This inserts the new memory and marks the old one as `superseded` in a single transaction.

---

### search

Find memories by semantic similarity.

```
vipune search <query> [--limit <n>] [--recency <weight>] [--hybrid] [--memory-type <types>] [--status <statuses>] [--include-candidates]
```

**Arguments:**
- `query` - Search query text (required)

**Flags:**
- `-l, --limit <n>` - Maximum results to return (default: `5`)
- `--recency <weight>` - Recency bias for scoring, 0.0 to 1.0 (default: from config, typically `0.3`)
- `--hybrid` - Enables hybrid search combining semantic similarity with FTS5 full-text search using Reciprocal Rank Fusion (RRF)
- `--memory-type <types>` - Filter by memory type (comma-separated, e.g., `guard,procedure`)
- `--status <statuses>` - Filter by status (comma-separated, e.g., `active,candidate`)
- `--include-candidates` - Shorthand to include both `active` and `candidate` memories

**Behavior:**
- Generates embedding for query
- Finds memories with highest cosine similarity
- Combines semantic similarity with time decay for final score
- Returns results sorted by final score (highest first)
- All memories in current project scope
- **Default filtering:** Only `active` memories are returned by default. Use `--status` or `--include-candidates` to include other statuses.

**Recency scoring:**
The final score combines: `(1 - recency_weight) * similarity + recency_weight * time_score`
- `recency_weight = 0.0`: Pure semantic similarity
- `recency_weight = 1.0`: Pure recency (newest first)
- `recency_weight = 0.3`: Default balance (70% semantic, 30% recency)

**Exit codes:**
- `0` - Success (may return empty results if no matches)

**Human output:**
```
123e4567-e89b-12d3-a456-426614174000 [score: 0.95]
  Alice works at Microsoft as a senior engineer

234e5678-e89b-12d3-a456-426614174001 [score: 0.87]
  Bob is a software engineer at Google
```

**JSON output:**
```json
{
  "results": [
    {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "content": "Alice works at Microsoft as a senior engineer",
      "similarity": 0.95,
      "created_at": "2024-01-15T10:30:00Z"
    },
    {
      "id": "234e5678-e89b-12d3-a456-426614174001",
      "content": "Bob is a software engineer at Google",
      "similarity": 0.87,
      "created_at": "2024-01-16T14:20:00Z"
    }
  ]
}
```

**Recency example:**
```bash
# Default recency balance (0.3)
vipune search "authentication"

# High recency bias (recent memories rank higher)
vipune search "authentication" --recency 0.7

# Pure semantic similarity (no time bias)
vipune search "authentication" --recency 0.0
```

---

### get

Retrieve a memory by ID.

```
vipune get <id>
```

**Arguments:**
- `id` - Memory ID (required)

**Exit codes:**
- `0` - Memory found
- `1` - Memory not found or error

**Human output:**
```
ID: 123e4567-e89b-12d3-a456-426614174000
Content: Alice works at Microsoft as a senior engineer
Project: git@github.com:user/repo.git
Metadata: {"topic": "team"}
Created: 2024-01-15T10:30:00Z
Updated: 2024-01-15T10:30:00Z
```

**JSON output:**
```json
{
  "id": "123e4567-e89b-12d3-a456-426614174000",
  "content": "Alice works at Microsoft as a senior engineer",
  "project_id": "git@github.com:user/repo.git",
  "metadata": "{\"topic\": \"team\"}",
  "created_at": "2024-01-15T10:30:00Z",
  "updated_at": "2024-01-15T10:30:00Z"
}
```

---

### list

List all memories in the current project.

```
vipune list [--limit <n>] [--memory-type <types>] [--status <statuses>] [--include-candidates]
```

**Flags:**
- `-l, --limit <n>` - Maximum results to return (default: `10`)
- `--memory-type <types>` - Filter by memory type (comma-separated, e.g., `guard,procedure`)
- `--status <statuses>` - Filter by status (comma-separated, e.g., `active,candidate`)
- `--include-candidates` - Shorthand to include both `active` and `candidate` memories

**Behavior:**
- Returns memories ordered by creation time (newest first)
- Limited to current project scope
- **Default filtering:** Only `active` memories are returned by default. Use `--status` or `--include-candidates` to include other statuses.

**Exit codes:**
- `0` - Success (may return empty list)

**Human output:**
```
123e4567-e89b-12d3-a456-426614174000: Alice works at Microsoft
234e5678-e89b-12d3-a456-426614174001: Bob is a software engineer at Google
```

**JSON output:**
```json
{
  "memories": [
    {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "content": "Alice works at Microsoft",
      "created_at": "2024-01-15T10:30:00Z"
    },
    {
      "id": "234e5678-e89b-12d3-a456-426614174001",
      "content": "Bob is a software engineer at Google",
      "created_at": "2024-01-16T14:20:00Z"
    }
  ]
}
```

---

### delete

Delete a memory by ID.

```
vipune delete <id>
```

**Arguments:**
- `id` - Memory ID (required)

**Exit codes:**
- `0` - Memory deleted
- `1` - Memory not found or error

**Human output:**
```
Deleted memory: 123e4567-e89b-12d3-a456-426614174000
```

**JSON output:**
```json
{
  "status": "deleted",
  "id": "123e4567-e89b-12d3-a456-426614174000"
}
```

---

### update

Update a memory's content.

```
vipune update <id> [text] [--metadata <json>]
```

**Arguments:**
- `id` - Memory ID (required)
- `text` - New content (optional — if omitted, only metadata is updated)

**Flags:**
- `-m, --metadata <json>` - Replace metadata (must be valid JSON)

**Behavior:**
- If only `text` provided: generates new embedding, preserves metadata
- If only `--metadata` provided: updates metadata without re-embedding
- If both `text` and `--metadata` provided: updates both
- Metadata must be valid JSON (validated on write)

**Exit codes:**
- `0` - Memory updated
- `1` - Memory not found or error

**Human output:**
```
Updated memory: 123e4567-e89b-12d3-a456-426614174000
```

**JSON output:**
```json
{
  "status": "updated",
  "id": "123e4567-e89b-12d3-a456-426614174000"
}
```

---

### validate

Check if text content is within the embedding model's token limit.

```
vipune validate <text>
```

**Arguments:**
- `text` - Text to validate (required)

**Exit codes:**
- `0` - Within token limit
- `3` - Content exceeds token limit

**Human output:**
```
Token count: 42/512 — within limit
```

**JSON output:**
```json
{
  "token_count": 42,
  "max_tokens": 512,
  "within_limit": true
}
```

---

### version

Display version information.

```
vipune version
```

**Exit codes:**
- `0` - Success

**Human output:**
```
vipune 0.1.1
```

**JSON output:**
```json
{
  "version": "0.1.1",
  "name": "vipune"
}
```

*Note: Output version matches your installed version. Update this example when upgrading vipune.*

---

### mcp

Start vipune as an MCP (Model Context Protocol) server over stdio. This enables AI agents like Claude Code and Cursor to use vipune as a native memory provider.

```
vipune mcp
```

**Behavior:**
- Starts MCP server on stdin/stdout
- Exposes three tools: `store_memory`, `search_memories`, `list_memories`
- Automatically detects project from git repository
- Uses default database path (`~/.vipune/memories.db`)

**Available Tools:**

| Tool | Description |
|------|-------------|
| `store_memory` | Store information for later recall |
| `search_memories` | Find memories by meaning, with type/status filters |
| `list_memories` | List recent memories, with type/status filters |

**Exit codes:**
- `0` - Success
- `1` - Error (initialization failed)

**New v0.3 tool parameters:**

`store_memory` accepts:
- `text` — the information to remember (required)
- `metadata` — optional structured labels as JSON (e.g., `{"topic": "auth"}`)

Note: Memory type, status, and supersede are available via CLI but not yet exposed in the MCP `store_memory` tool.

`search_memories` and `list_memories` accept optional:
- `memory_types` — array of types to filter by (e.g., `["guard", "procedure"]`)
- `status` — array of statuses to filter by (e.g., `["active", "candidate"]`)

**Example MCP configuration (Claude Code):**
```json
{
  "mcpServers": {
    "vipune": {
      "command": "vipune",
      "args": ["mcp"]
    }
  }
}
```

---

## Upgrading from v0.2

v0.3 includes automatic schema migrations — no manual steps required. On first run after upgrading, vipune will add the new `type`, `status`, and `superseded_by` columns to your existing database. All existing memories default to type `fact` and status `active`.

**Breaking change:** Content that previously was silently truncated when exceeding the embedding token limit now fails with exit code 3. Use `vipune validate <text>` to check content length before adding.

---

## Exit Codes Summary

| Code | Meaning |
|------|---------|
| `0` | Success |
| `1` | Error (invalid input, database error, not found) |
| `2` | Conflicts detected (similar memories exist) |
| `3` | Content too long (exceeds embedding token limit) |

---

## Project Detection

vipune automatically detects projects from git repositories. When inside a git repo, the project ID is inferred from the remote origin URL.

**To override project scope:**
```bash
vipune add "Memory for specific project" --project "my-custom-project"
```

**Project ID examples:**
- Inside `~/projects/myapp/.git`: `git@github.com:user/myapp.git`
- No git repository: `default` (all memories share default scope)

---

## Error Handling

All commands return exit code `1` on error, with error message to stderr or JSON error response.

**JSON error format:**
```json
{
  "error": "Memory not found"
}
```

**Common errors:**
- Memory not found (`get`, `update`, `delete`)
- Invalid metadata (not valid JSON)
- Database errors (permissions, disk full)
- Missing or invalid configuration

---

## Examples

**Semantic search:**
```bash
vipune search "how do we handle authentication"
```

**Hybrid search (keywords):**
```bash
vipune search "JWT tokens" --hybrid
```

*See [Search Guide](search.md) for when to use hybrid vs semantic search and how recency weighting works.*

**Find by metadata (via search):**
```bash
# High recency bias for time-sensitive queries
vipune search "recent changes" --recency 0.8

# Pure semantic search for knowledge retrieval
vipune search "authentication architecture" --recency 0.0
```

**Force add despite conflicts:**
```bash
vipune add "Duplicate memory" --force
```

**Batch import (loop in shell):**
```bash
for fact in facts.txt; do
  vipune add "$fact" || break
done
```

**Export all memories:**
```bash
vipune list --limit 9999 --json > memories.json
```

**Find and update:**
```bash
# Search for memory
vipune search "auth implementation"
# Get output ID, then update
vipune update 123e4567-e89b-12d3-a456-426614174000 "Auth uses JWT with refresh tokens"
```

**JSON processing with jq:**
```bash
# Add and extract ID
ID=$(vipune add --json "Important fact" | jq -r '.id')
echo "Added: $ID"

# Search and get highest similarity
vipune search --json "test" | jq '.results[0].similarity'

# Check for conflicts in script
if vipune add --json "New fact" | jq -e '.conflicts' > /dev/null; then
  echo "Conflict detected!"
fi
```

**Project-specific operations:**
```bash
# Add memory to specific project
vipune --project "my-company/project" add "Company-specific knowledge"

# Search within project
vipune --project "my-company/project" search "API keys"
```

**See also:**
- [Search Guide]search.md — When to use hybrid vs semantic search, recency weighting
- [Query Guide]vipune-query-guide.md — Writing effective semantic queries