llm-memory-graph 0.1.0

Graph-based context-tracking and prompt-lineage database for LLM systems
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
//! Type conversion utilities between protobuf and internal types
//!
//! This module provides bidirectional conversion between protocol buffer
//! message types and internal Rust types used by the memory graph.

use crate::error::{Error, Result};
use crate::grpc::proto;
use crate::types::{
    ConversationSession, EdgeType, Node, NodeType, PromptMetadata, PromptNode, ResponseMetadata,
    ResponseNode, SessionId, TokenUsage, ToolInvocation, AgentNode, PromptTemplate, VariableSpec,
};
use chrono::{DateTime, Utc};
use prost_types::Timestamp;
use std::collections::HashMap;
use tonic::Status;

// ============================================================================
// Error Conversion
// ============================================================================

/// Convert internal Error to gRPC Status
pub fn error_to_status(err: Error) -> Status {
    match err {
        Error::NotFound(msg) => Status::not_found(msg),
        Error::InvalidInput(msg) => Status::invalid_argument(msg),
        Error::Timeout(msg) => Status::deadline_exceeded(msg),
        Error::Storage(msg) => Status::internal(format!("Storage error: {}", msg)),
        Error::Serialization(msg) => Status::internal(format!("Serialization error: {}", msg)),
        Error::SessionNotFound(msg) => Status::not_found(format!("Session not found: {}", msg)),
        Error::NodeNotFound(msg) => Status::not_found(format!("Node not found: {}", msg)),
        Error::IO(err) => Status::internal(format!("IO error: {}", err)),
        Error::Other(msg) => Status::internal(msg),
    }
}

/// Convert Result<T> to Result<T, Status>
pub fn result_to_status<T>(result: Result<T>) -> std::result::Result<T, Status> {
    result.map_err(error_to_status)
}

// ============================================================================
// Timestamp Conversion
// ============================================================================

/// Convert chrono DateTime to protobuf Timestamp
pub fn datetime_to_proto(dt: DateTime<Utc>) -> Timestamp {
    Timestamp {
        seconds: dt.timestamp(),
        nanos: dt.timestamp_subsec_nanos() as i32,
    }
}

/// Convert protobuf Timestamp to chrono DateTime
pub fn proto_to_datetime(ts: Timestamp) -> Result<DateTime<Utc>> {
    DateTime::from_timestamp(ts.seconds, ts.nanos as u32)
        .ok_or_else(|| Error::InvalidInput("Invalid timestamp".to_string()))
}

/// Convert optional protobuf Timestamp to chrono DateTime
pub fn optional_proto_to_datetime(ts: Option<Timestamp>) -> Result<DateTime<Utc>> {
    match ts {
        Some(timestamp) => proto_to_datetime(timestamp),
        None => Err(Error::InvalidInput("Missing timestamp".to_string())),
    }
}

// ============================================================================
// Session Conversion
// ============================================================================

/// Convert internal ConversationSession to protobuf Session
pub fn session_to_proto(session: ConversationSession) -> proto::Session {
    proto::Session {
        id: session.id.to_string(),
        created_at: Some(datetime_to_proto(session.created_at)),
        updated_at: Some(datetime_to_proto(session.updated_at)),
        metadata: session.metadata,
        is_active: session.is_active,
    }
}

// ============================================================================
// Node Type Conversion
// ============================================================================

/// Convert protobuf NodeType to internal NodeType
pub fn proto_to_node_type(node_type: i32) -> Result<NodeType> {
    match proto::NodeType::try_from(node_type) {
        Ok(proto::NodeType::NodeTypeSession) => Ok(NodeType::Session),
        Ok(proto::NodeType::NodeTypePrompt) => Ok(NodeType::Prompt),
        Ok(proto::NodeType::NodeTypeResponse) => Ok(NodeType::Response),
        Ok(proto::NodeType::NodeTypeToolInvocation) => Ok(NodeType::ToolInvocation),
        Ok(proto::NodeType::NodeTypeAgent) => Ok(NodeType::Agent),
        Ok(proto::NodeType::NodeTypeTemplate) => Ok(NodeType::Template),
        _ => Err(Error::InvalidInput(format!("Invalid node type: {}", node_type))),
    }
}

/// Convert internal NodeType to protobuf NodeType
pub fn node_type_to_proto(node_type: NodeType) -> i32 {
    match node_type {
        NodeType::Session => proto::NodeType::NodeTypeSession as i32,
        NodeType::Prompt => proto::NodeType::NodeTypePrompt as i32,
        NodeType::Response => proto::NodeType::NodeTypeResponse as i32,
        NodeType::ToolInvocation => proto::NodeType::NodeTypeToolInvocation as i32,
        NodeType::Agent => proto::NodeType::NodeTypeAgent as i32,
        NodeType::Template => proto::NodeType::NodeTypeTemplate as i32,
    }
}

// ============================================================================
// Edge Type Conversion
// ============================================================================

/// Convert protobuf EdgeType to internal EdgeType
pub fn proto_to_edge_type(edge_type: i32) -> Result<EdgeType> {
    match proto::EdgeType::try_from(edge_type) {
        Ok(proto::EdgeType::EdgeTypeBelongsTo) => Ok(EdgeType::PartOf),
        Ok(proto::EdgeType::EdgeTypeRespondsTo) => Ok(EdgeType::RespondsTo),
        Ok(proto::EdgeType::EdgeTypeFollows) => Ok(EdgeType::Follows),
        Ok(proto::EdgeType::EdgeTypeInvokes) => Ok(EdgeType::Invokes),
        Ok(proto::EdgeType::EdgeTypeHandledBy) => Ok(EdgeType::HandledBy),
        Ok(proto::EdgeType::EdgeTypeInstantiates) => Ok(EdgeType::Instantiates),
        Ok(proto::EdgeType::EdgeTypeInherits) => Ok(EdgeType::Inherits),
        Ok(proto::EdgeType::EdgeTypeTransfersTo) => Ok(EdgeType::TransfersTo),
        Ok(proto::EdgeType::EdgeTypeReferences) => Ok(EdgeType::References),
        _ => Err(Error::InvalidInput(format!("Invalid edge type: {}", edge_type))),
    }
}

/// Convert internal EdgeType to protobuf EdgeType
pub fn edge_type_to_proto(edge_type: EdgeType) -> i32 {
    match edge_type {
        EdgeType::PartOf => proto::EdgeType::EdgeTypeBelongsTo as i32,
        EdgeType::RespondsTo => proto::EdgeType::EdgeTypeRespondsTo as i32,
        EdgeType::Follows => proto::EdgeType::EdgeTypeFollows as i32,
        EdgeType::Invokes => proto::EdgeType::EdgeTypeInvokes as i32,
        EdgeType::HandledBy => proto::EdgeType::EdgeTypeHandledBy as i32,
        EdgeType::Instantiates => proto::EdgeType::EdgeTypeInstantiates as i32,
        EdgeType::Inherits => proto::EdgeType::EdgeTypeInherits as i32,
        EdgeType::TransfersTo => proto::EdgeType::EdgeTypeTransfersTo as i32,
        EdgeType::References => proto::EdgeType::EdgeTypeReferences as i32,
    }
}

// ============================================================================
// Metadata Conversion
// ============================================================================

/// Convert protobuf PromptMetadata to internal PromptMetadata
pub fn proto_to_prompt_metadata(metadata: proto::PromptMetadata) -> PromptMetadata {
    PromptMetadata {
        model: metadata.model,
        temperature: metadata.temperature,
        max_tokens: metadata.max_tokens.map(|t| t as usize),
        tools_available: metadata.tools_available,
        custom: metadata.custom,
    }
}

/// Convert internal PromptMetadata to protobuf PromptMetadata
pub fn prompt_metadata_to_proto(metadata: PromptMetadata) -> proto::PromptMetadata {
    proto::PromptMetadata {
        model: metadata.model,
        temperature: metadata.temperature,
        max_tokens: metadata.max_tokens.map(|t| t as i32),
        tools_available: metadata.tools_available,
        custom: metadata.custom,
    }
}

/// Convert protobuf ResponseMetadata to internal ResponseMetadata
pub fn proto_to_response_metadata(metadata: proto::ResponseMetadata) -> ResponseMetadata {
    ResponseMetadata {
        model: metadata.model,
        finish_reason: metadata.finish_reason,
        latency_ms: metadata.latency_ms as u64,
        custom: metadata.custom,
    }
}

/// Convert internal ResponseMetadata to protobuf ResponseMetadata
pub fn response_metadata_to_proto(metadata: ResponseMetadata) -> proto::ResponseMetadata {
    proto::ResponseMetadata {
        model: metadata.model,
        finish_reason: metadata.finish_reason,
        latency_ms: metadata.latency_ms as i64,
        custom: metadata.custom,
    }
}

/// Convert protobuf TokenUsage to internal TokenUsage
pub fn proto_to_token_usage(usage: proto::TokenUsage) -> TokenUsage {
    TokenUsage {
        prompt_tokens: usage.prompt_tokens as usize,
        completion_tokens: usage.completion_tokens as usize,
        total_tokens: usage.total_tokens as usize,
    }
}

/// Convert internal TokenUsage to protobuf TokenUsage
pub fn token_usage_to_proto(usage: TokenUsage) -> proto::TokenUsage {
    proto::TokenUsage {
        prompt_tokens: usage.prompt_tokens as i64,
        completion_tokens: usage.completion_tokens as i64,
        total_tokens: usage.total_tokens as i64,
    }
}

// ============================================================================
// Node Conversion
// ============================================================================

/// Convert internal PromptNode to protobuf PromptNode
pub fn prompt_node_to_proto(prompt: PromptNode) -> proto::PromptNode {
    proto::PromptNode {
        id: prompt.id.to_string(),
        session_id: prompt.session_id.to_string(),
        content: prompt.content,
        timestamp: Some(datetime_to_proto(prompt.timestamp)),
        metadata: Some(prompt_metadata_to_proto(prompt.metadata)),
    }
}

/// Convert internal ResponseNode to protobuf ResponseNode
pub fn response_node_to_proto(response: ResponseNode) -> proto::ResponseNode {
    proto::ResponseNode {
        id: response.id.to_string(),
        prompt_id: response.prompt_id.to_string(),
        content: response.content,
        timestamp: Some(datetime_to_proto(response.timestamp)),
        token_usage: Some(token_usage_to_proto(response.usage)),
        metadata: Some(response_metadata_to_proto(response.metadata)),
    }
}

/// Convert internal ToolInvocation to protobuf ToolInvocationNode
pub fn tool_invocation_to_proto(tool: ToolInvocation) -> proto::ToolInvocationNode {
    proto::ToolInvocationNode {
        id: tool.id.to_string(),
        response_id: tool.response_id.to_string(),
        tool_name: tool.tool_name,
        parameters: tool.parameters.to_string(),
        status: tool.status,
        result: tool.result.map(|r| r.to_string()),
        error: tool.error,
        duration_ms: tool.duration_ms.map(|d| d as i64).unwrap_or(0),
        retry_count: tool.retry_count.unwrap_or(0) as i32,
        timestamp: Some(datetime_to_proto(tool.timestamp)),
        metadata: tool.metadata,
    }
}

/// Convert internal AgentNode to protobuf AgentNode
pub fn agent_node_to_proto(agent: AgentNode) -> proto::AgentNode {
    proto::AgentNode {
        id: agent.id.to_string(),
        name: agent.name,
        role: agent.role,
        capabilities: agent.capabilities,
        status: agent.status.to_string(),
        created_at: Some(datetime_to_proto(agent.created_at)),
        metadata: agent.metadata,
    }
}

/// Convert internal PromptTemplate to protobuf TemplateNode
pub fn template_to_proto(template: PromptTemplate) -> proto::TemplateNode {
    proto::TemplateNode {
        id: template.id.to_string(),
        name: template.name,
        template_text: template.template_text,
        variables: template
            .variables
            .into_iter()
            .map(variable_spec_to_proto)
            .collect(),
        version: template.version.to_string(),
        usage_count: template.usage_count as i64,
        created_at: Some(datetime_to_proto(template.created_at)),
        metadata: template.metadata,
    }
}

/// Convert internal VariableSpec to protobuf VariableSpec
pub fn variable_spec_to_proto(spec: VariableSpec) -> proto::VariableSpec {
    proto::VariableSpec {
        name: spec.name,
        type_hint: spec.type_hint,
        required: spec.required,
        default_value: spec.default_value,
        validation_pattern: spec.validation_pattern,
        description: spec.description,
    }
}

/// Convert internal Node to protobuf Node
pub fn node_to_proto(node: Node) -> proto::Node {
    let id = node.id().to_string();
    let created_at = Some(datetime_to_proto(Utc::now())); // TODO: Get actual created_at from node

    match node {
        Node::Prompt(prompt) => {
            let node_type = node_type_to_proto(NodeType::Prompt);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: Some(proto::node::NodeData::Prompt(prompt_node_to_proto(prompt))),
            }
        }
        Node::Response(response) => {
            let node_type = node_type_to_proto(NodeType::Response);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: Some(proto::node::NodeData::Response(response_node_to_proto(response))),
            }
        }
        Node::ToolInvocation(tool) => {
            let node_type = node_type_to_proto(NodeType::ToolInvocation);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: Some(proto::node::NodeData::ToolInvocation(tool_invocation_to_proto(tool))),
            }
        }
        Node::Agent(agent) => {
            let node_type = node_type_to_proto(NodeType::Agent);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: Some(proto::node::NodeData::Agent(agent_node_to_proto(agent))),
            }
        }
        Node::Template(template) => {
            let node_type = node_type_to_proto(NodeType::Template);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: Some(proto::node::NodeData::Template(template_to_proto(template))),
            }
        }
        Node::Session(session) => {
            let node_type = node_type_to_proto(NodeType::Session);
            proto::Node {
                id,
                r#type: node_type,
                created_at,
                node_data: None, // Session doesn't use node_data field
            }
        }
    }
}

// ============================================================================
// Edge Conversion
// ============================================================================

/// Convert internal Edge to protobuf Edge
pub fn edge_to_proto(edge: crate::types::Edge) -> proto::Edge {
    proto::Edge {
        id: edge.id.to_string(),
        from_node_id: edge.from.to_string(),
        to_node_id: edge.to.to_string(),
        r#type: edge_type_to_proto(edge.edge_type),
        created_at: Some(datetime_to_proto(edge.created_at)),
        properties: edge.properties.unwrap_or_default(),
    }
}

// ============================================================================
// SessionId Parsing
// ============================================================================

/// Parse SessionId from string
pub fn parse_session_id(id: &str) -> Result<SessionId> {
    SessionId::parse_str(id)
        .map_err(|_| Error::InvalidInput(format!("Invalid session ID: {}", id)))
}

/// Parse NodeId from string
pub fn parse_node_id(id: &str) -> Result<crate::types::NodeId> {
    crate::types::NodeId::parse_str(id)
        .map_err(|_| Error::InvalidInput(format!("Invalid node ID: {}", id)))
}

// ============================================================================
// Tests
// ============================================================================

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

    #[test]
    fn test_datetime_conversion() {
        let now = Utc::now();
        let proto_ts = datetime_to_proto(now);
        let converted = proto_to_datetime(proto_ts).unwrap();

        // Allow for millisecond precision differences
        assert_eq!(now.timestamp(), converted.timestamp());
    }

    #[test]
    fn test_node_type_conversion() {
        assert_eq!(node_type_to_proto(NodeType::Prompt), proto::NodeType::NodeTypePrompt as i32);
        assert_eq!(
            proto_to_node_type(proto::NodeType::NodeTypePrompt as i32).unwrap(),
            NodeType::Prompt
        );
    }

    #[test]
    fn test_edge_type_conversion() {
        assert_eq!(
            edge_type_to_proto(EdgeType::RespondsTo),
            proto::EdgeType::EdgeTypeRespondsTo as i32
        );
        assert_eq!(
            proto_to_edge_type(proto::EdgeType::EdgeTypeRespondsTo as i32).unwrap(),
            EdgeType::RespondsTo
        );
    }

    #[test]
    fn test_token_usage_conversion() {
        let usage = TokenUsage {
            prompt_tokens: 10,
            completion_tokens: 50,
            total_tokens: 60,
        };

        let proto_usage = token_usage_to_proto(usage);
        let converted = proto_to_token_usage(proto_usage);

        assert_eq!(converted.prompt_tokens, 10);
        assert_eq!(converted.completion_tokens, 50);
        assert_eq!(converted.total_tokens, 60);
    }
}