cortex-mem-rig 2.7.0

Rig framework integration for Cortex Memory V2
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
// Rig Tool Implementations

use cortex_mem_tools::{
    AbstractResponse, ExploreArgs, ExploreResponse, FindArgs, FindResponse, LsArgs, LsResponse,
    MemoryOperations, OverviewResponse, ReadResponse, SearchArgs, SearchResponse, StoreArgs,
    StoreResponse, ToolsError,
};
use rig::{completion::ToolDefinition, tool::Tool};
use serde::{Deserialize, Serialize};
use serde_json::json;
use std::sync::Arc;

// ==================== Tiered Access Tools ====================

/// Abstract Tool - Get L0 abstract (~100 tokens)
pub struct AbstractTool {
    operations: Arc<MemoryOperations>,
}

#[derive(Debug, Serialize, Deserialize)]
pub struct AbstractArgs {
    pub uri: String,
}

impl AbstractTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for AbstractTool {
    const NAME: &'static str = "abstract";

    type Error = ToolsError;
    type Args = AbstractArgs;
    type Output = AbstractResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "获取内容的 L0 抽象摘要(~100 tokens),用于快速判断相关性"
                    .to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "uri": {
                            "type": "string",
                            "description": "内容的 URI"
                        }
                    },
                    "required": ["uri"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.get_abstract(&args.uri).await?)
    }
}

/// Overview Tool - Get L1 overview (~2000 tokens)
pub struct OverviewTool {
    operations: Arc<MemoryOperations>,
}

#[derive(Debug, Serialize, Deserialize)]
pub struct OverviewArgs {
    pub uri: String,
}

impl OverviewTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for OverviewTool {
    const NAME: &'static str = "overview";

    type Error = ToolsError;
    type Args = OverviewArgs;
    type Output = OverviewResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "获取内容的 L1 概览(~2000 tokens),包含核心信息和使用场景"
                    .to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "uri": {
                            "type": "string",
                            "description": "内容的 URI"
                        }
                    },
                    "required": ["uri"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.get_overview(&args.uri).await?)
    }
}

/// Read Tool - Get L2 complete content
pub struct ReadTool {
    operations: Arc<MemoryOperations>,
}

#[derive(Debug, Serialize, Deserialize)]
pub struct ReadArgs {
    pub uri: String,
}

impl ReadTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for ReadTool {
    const NAME: &'static str = "read";

    type Error = ToolsError;
    type Args = ReadArgs;
    type Output = ReadResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "获取 L2 完整内容,仅在需要详细信息时使用".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "uri": {
                            "type": "string",
                            "description": "内容的 URI"
                        }
                    },
                    "required": ["uri"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.get_read(&args.uri).await?)
    }
}

// ==================== Search Tools ====================

/// Search Tool - Intelligent search with multiple engines
pub struct SearchTool {
    operations: Arc<MemoryOperations>,
}

impl SearchTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for SearchTool {
    const NAME: &'static str = "search";

    type Error = ToolsError;
    type Args = SearchArgs;
    type Output = SearchResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "智能向量搜索记忆,支持递归搜索和分层返回".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "query": {
                            "type": "string",
                            "description": "搜索查询"
                        },
                        "recursive": {
                            "type": "boolean",
                            "description": "是否递归搜索子目录",
                            "default": true
                        },
                        "return_layers": {
                            "type": "array",
                            "items": {
                                "type": "string",
                                "enum": ["L0", "L1", "L2"]
                            },
                            "description": "返回哪些层级(L0=摘要, L1=概览, L2=完整内容)",
                            "default": ["L0"]
                        },
                        "scope": {
                            "type": "string",
                            "description": "搜索范围 URI"
                        },
                        "limit": {
                            "type": "integer",
                            "description": "最大结果数",
                            "default": 10
                        }
                    },
                    "required": ["query"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.search(args).await?)
    }
}

/// Find Tool - Quick search returning only L0 abstracts
pub struct FindTool {
    operations: Arc<MemoryOperations>,
}

impl FindTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for FindTool {
    const NAME: &'static str = "find";

    type Error = ToolsError;
    type Args = FindArgs;
    type Output = FindResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "快速查找内容,返回 L0 摘要".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "query": {
                            "type": "string",
                            "description": "查找关键词"
                        },
                        "scope": {
                            "type": "string",
                            "description": "查找范围 URI"
                        },
                        "limit": {
                            "type": "integer",
                            "description": "最大结果数",
                            "default": 5
                        }
                    },
                    "required": ["query"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.find(args).await?)
    }
}

// ==================== Filesystem Tools ====================

/// Ls Tool - List directory contents
pub struct LsTool {
    operations: Arc<MemoryOperations>,
}

impl LsTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for LsTool {
    const NAME: &'static str = "ls";

    type Error = ToolsError;
    type Args = LsArgs;
    type Output = LsResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "列出目录内容,浏览文件系统结构".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "uri": {
                            "type": "string",
                            "description": "目录 URI"
                        },
                        "recursive": {
                            "type": "boolean",
                            "description": "是否递归列出子目录",
                            "default": false
                        },
                        "include_abstracts": {
                            "type": "boolean",
                            "description": "是否包含文件的 L0 摘要",
                            "default": false
                        }
                    },
                    "required": []
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.ls(args).await?)
    }
}

/// Explore Tool - Intelligently explore memory space
pub struct ExploreTool {
    operations: Arc<MemoryOperations>,
}

impl ExploreTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for ExploreTool {
    const NAME: &'static str = "explore";

    type Error = ToolsError;
    type Args = ExploreArgs;
    type Output = ExploreResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "智能探索记忆空间,结合搜索和浏览".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "query": {
                            "type": "string",
                            "description": "探索查询"
                        },
                        "start_uri": {
                            "type": "string",
                            "description": "起始 URI",
                            "default": "cortex://session"
                        },
                        "max_depth": {
                            "type": "integer",
                            "description": "最大探索深度",
                            "default": 3
                        },
                        "return_layers": {
                            "type": "array",
                            "items": {
                                "type": "string",
                                "enum": ["L0", "L1", "L2"]
                            },
                            "description": "返回哪些层级",
                            "default": ["L0"]
                        }
                    },
                    "required": ["query"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.explore(args).await?)
    }
}

// ==================== Storage Tools ====================

/// Store Tool - Store content with automatic layer generation
pub struct StoreTool {
    operations: Arc<MemoryOperations>,
}

impl StoreTool {
    pub fn new(operations: Arc<MemoryOperations>) -> Self {
        Self { operations }
    }
}

impl Tool for StoreTool {
    const NAME: &'static str = "store";

    type Error = ToolsError;
    type Args = StoreArgs;
    type Output = StoreResponse;

    fn definition(
        &self,
        _prompt: String,
    ) -> impl std::future::Future<Output = ToolDefinition> + Send + Sync {
        async {
            ToolDefinition {
                name: Self::NAME.to_string(),
                description: "存储新内容,自动生成 L0/L1 分层摘要".to_string(),
                parameters: json!({
                    "type": "object",
                    "properties": {
                        "content": {
                            "type": "string",
                            "description": "要存储的内容"
                        },
                        "thread_id": {
                            "type": "string",
                            "description": "会话 ID 或 Agent ID(根据 scope 而定)"
                        },
                        "scope": {
                            "type": "string",
                            "description": "存储范围:'session'(会话,默认)、'user'(用户长期记忆)、'agent'(Agent 记忆)",
                            "enum": ["session", "user", "agent"],
                            "default": "session"
                        },
                        "metadata": {
                            "type": "object",
                            "description": "元数据(标签、重要性等)"
                        },
                        "auto_generate_layers": {
                            "type": "boolean",
                            "description": "是否自动生成 L0/L1 摘要",
                            "default": true
                        }
                    },
                    "required": ["content"]
                }),
            }
        }
    }

    async fn call(&self, args: Self::Args) -> Result<Self::Output, Self::Error> {
        Ok(self.operations.store(args).await?)
    }
}