glm4_moe_parser.rs 11.4 KB
Newer Older
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
use async_trait::async_trait;
use regex::Regex;
use serde_json::Value;

use crate::tool_parser::{
    errors::{ToolParserError, ToolParserResult},
    state::ParseState,
    traits::ToolParser,
    types::{FunctionCall, StreamResult, ToolCall},
};

/// GLM-4 MoE format parser for tool calls
///
/// Handles the GLM-4 MoE specific format:
/// `<tool_call>{name}\n<arg_key>{key}</arg_key>\n<arg_value>{value}</arg_value>\n</tool_call>`
///
/// Features:
/// - XML-style tags for tool calls
/// - Key-value pairs for arguments
/// - Support for multiple sequential tool calls
pub struct Glm4MoeParser {
    /// Regex for extracting complete tool calls
    tool_call_extractor: Regex,
    /// Regex for extracting function details
    func_detail_extractor: Regex,
    /// Regex for extracting argument key-value pairs
    arg_extractor: Regex,
}

impl Glm4MoeParser {
    /// Create a new GLM-4 MoE parser
    pub fn new() -> Self {
        // Use (?s) flag for DOTALL mode to handle newlines
        let tool_call_pattern = r"(?s)<tool_call>.*?</tool_call>";
        let tool_call_extractor = Regex::new(tool_call_pattern).expect("Valid regex pattern");

        let func_detail_pattern = r"(?s)<tool_call>([^\n]*)\n(.*)</tool_call>";
        let func_detail_extractor = Regex::new(func_detail_pattern).expect("Valid regex pattern");

        let arg_pattern = r"(?s)<arg_key>(.*?)</arg_key>\s*<arg_value>(.*?)</arg_value>";
        let arg_extractor = Regex::new(arg_pattern).expect("Valid regex pattern");

        Self {
            tool_call_extractor,
            func_detail_extractor,
            arg_extractor,
        }
    }

    /// Check if text contains GLM-4 MoE tool markers
    fn has_tool_markers(&self, text: &str) -> bool {
        text.contains("<tool_call>")
    }

    /// Parse arguments from key-value pairs
    fn parse_arguments(&self, args_text: &str) -> ToolParserResult<serde_json::Map<String, Value>> {
        let mut arguments = serde_json::Map::new();

        for capture in self.arg_extractor.captures_iter(args_text) {
            let key = capture.get(1).map_or("", |m| m.as_str()).trim();
            let value_str = capture.get(2).map_or("", |m| m.as_str()).trim();

            // Try to parse the value as JSON first, fallback to string
            let value = if let Ok(json_val) = serde_json::from_str::<Value>(value_str) {
                json_val
            } else {
                // Try parsing as Python literal (similar to Python's ast.literal_eval)
                if value_str == "true" || value_str == "True" {
                    Value::Bool(true)
                } else if value_str == "false" || value_str == "False" {
                    Value::Bool(false)
                } else if value_str == "null" || value_str == "None" {
                    Value::Null
                } else if let Ok(num) = value_str.parse::<i64>() {
                    Value::Number(num.into())
                } else if let Ok(num) = value_str.parse::<f64>() {
                    if let Some(n) = serde_json::Number::from_f64(num) {
                        Value::Number(n)
                    } else {
                        Value::String(value_str.to_string())
                    }
                } else {
                    Value::String(value_str.to_string())
                }
            };

            arguments.insert(key.to_string(), value);
        }

        Ok(arguments)
    }

    /// Parse a single tool call block
    fn parse_tool_call(&self, block: &str) -> ToolParserResult<Option<ToolCall>> {
        if let Some(captures) = self.func_detail_extractor.captures(block) {
            // Get function name
            let func_name = captures.get(1).map_or("", |m| m.as_str()).trim();

            // Get arguments text
            let args_text = captures.get(2).map_or("", |m| m.as_str());

            // Parse arguments
            let arguments = self.parse_arguments(args_text)?;

            let arguments_str = serde_json::to_string(&arguments)
                .map_err(|e| ToolParserError::ParsingFailed(e.to_string()))?;

            // Generate ID
            let id = format!("glm4_call_{}", uuid::Uuid::new_v4());

            Ok(Some(ToolCall {
                id,
                r#type: "function".to_string(),
                function: FunctionCall {
                    name: func_name.to_string(),
                    arguments: arguments_str,
                },
            }))
        } else {
            Ok(None)
        }
    }
}

impl Default for Glm4MoeParser {
    fn default() -> Self {
        Self::new()
    }
}

#[async_trait]
impl ToolParser for Glm4MoeParser {
133
    async fn parse_complete(&self, text: &str) -> ToolParserResult<(String, Vec<ToolCall>)> {
134
135
        // Check if text contains GLM-4 MoE format
        if !self.has_tool_markers(text) {
136
            return Ok((text.to_string(), vec![]));
137
138
        }

139
140
        // Collect matches with positions and parse tools in one pass
        let matches: Vec<_> = self.tool_call_extractor.find_iter(text).collect();
141
        let mut tools = Vec::new();
142
143

        for mat in matches.iter() {
144
145
146
147
148
            if let Some(tool) = self.parse_tool_call(mat.as_str())? {
                tools.push(tool);
            }
        }

149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
        // Extract normal text using first and last match positions
        let normal_text = if tools.is_empty() {
            text.to_string()
        } else {
            let first_start = matches[0].start();
            let last_end = matches.last().unwrap().end();
            let before = if first_start > 0 {
                &text[..first_start]
            } else {
                ""
            };
            let after = if last_end < text.len() {
                &text[last_end..]
            } else {
                ""
            };
            format!("{}{}", before, after)
        };

        Ok((normal_text, tools))
169
170
171
172
173
174
175
176
177
178
179
    }

    async fn parse_incremental(
        &self,
        chunk: &str,
        state: &mut ParseState,
    ) -> ToolParserResult<StreamResult> {
        state.buffer.push_str(chunk);

        // Check for tool markers
        if !self.has_tool_markers(&state.buffer) {
180
181
182
183
184
185
186
187
188
189
190
191
            // No tool markers detected - return all buffered content as normal text
            let normal_text = std::mem::take(&mut state.buffer);
            return Ok(StreamResult::NormalText(normal_text));
        }

        // Check for text before tool markers and extract it as normal text
        if let Some(marker_pos) = state.buffer.find("<tool_call>") {
            if marker_pos > 0 {
                // We have text before the tool marker - extract it as normal text
                let normal_text: String = state.buffer.drain(..marker_pos).collect();
                return Ok(StreamResult::NormalText(normal_text));
            }
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
        }

        // Look for start of tool call
        if let Some(start_pos) = state.buffer.find("<tool_call>") {
            // Look for the end of this tool call
            let search_from = start_pos + "<tool_call>".len();
            if let Some(end_pos) = state.buffer[search_from..].find("</tool_call>") {
                let end_abs = search_from + end_pos + "</tool_call>".len();

                // Extract and parse the complete tool call
                let tool_call_text = &state.buffer[start_pos..end_abs];

                if let Some(tool) = self.parse_tool_call(tool_call_text)? {
                    // Remove the processed part from buffer
                    state.buffer.drain(..end_abs);

                    return Ok(StreamResult::ToolComplete(tool));
                }
            } else {
                // Tool call not complete yet, try to extract partial info
                let partial = &state.buffer[search_from..];

                // Try to extract function name (first line after <tool_call>)
                if let Some(name_end) = partial.find('\n') {
                    let func_name = partial[..name_end].trim();

                    if !func_name.is_empty() && !state.in_string {
                        state.in_string = true; // Mark name as sent
                        return Ok(StreamResult::ToolName {
                            index: 0,
                            name: func_name.to_string(),
                        });
                    }

                    // Try to extract partial arguments
                    let args_text = &partial[name_end + 1..];
                    let partial_args = self.parse_arguments(args_text)?;

                    if !partial_args.is_empty() {
                        let args_str = serde_json::to_string(&partial_args)
                            .unwrap_or_else(|_| "{}".to_string());

                        return Ok(StreamResult::ToolArguments {
                            index: 0,
                            arguments: args_str,
                        });
                    }
                }
            }
        }

        Ok(StreamResult::Incomplete)
    }

    fn detect_format(&self, text: &str) -> bool {
        self.has_tool_markers(text)
    }
}

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

    #[tokio::test]
    async fn test_parse_glm4_single_tool() {
        let parser = Glm4MoeParser::new();
        let input = r#"Some text
<tool_call>get_weather
<arg_key>city</arg_key>
<arg_value>Beijing</arg_value>
<arg_key>date</arg_key>
<arg_value>2024-06-27</arg_value>
</tool_call>More text"#;

266
267
268
269
270
271
        let (normal_text, tools) = parser.parse_complete(input).await.unwrap();
        assert_eq!(tools.len(), 1);
        assert_eq!(tools[0].function.name, "get_weather");
        assert!(tools[0].function.arguments.contains("Beijing"));
        assert!(tools[0].function.arguments.contains("2024-06-27"));
        assert_eq!(normal_text, "Some text\nMore text"); // Text before and after tool call
272
273
274
275
276
277
278
279
280
281
282
283
284
285
    }

    #[tokio::test]
    async fn test_parse_glm4_multiple_tools() {
        let parser = Glm4MoeParser::new();
        let input = r#"<tool_call>get_weather
<arg_key>city</arg_key>
<arg_value>Beijing</arg_value>
</tool_call>
<tool_call>get_weather
<arg_key>city</arg_key>
<arg_value>Shanghai</arg_value>
</tool_call>"#;

286
287
288
289
290
291
292
        let (normal_text, tools) = parser.parse_complete(input).await.unwrap();
        assert_eq!(tools.len(), 2);
        assert_eq!(tools[0].function.name, "get_weather");
        assert_eq!(tools[1].function.name, "get_weather");
        assert!(tools[0].function.arguments.contains("Beijing"));
        assert!(tools[1].function.arguments.contains("Shanghai"));
        assert_eq!(normal_text, ""); // Pure tool calls, no normal text
293
294
295
296
297
298
299
300
301
302
303
304
305
306
    }

    #[tokio::test]
    async fn test_parse_glm4_mixed_types() {
        let parser = Glm4MoeParser::new();
        let input = r#"<tool_call>process_data
<arg_key>count</arg_key>
<arg_value>42</arg_value>
<arg_key>active</arg_key>
<arg_value>true</arg_value>
<arg_key>name</arg_key>
<arg_value>test</arg_value>
</tool_call>"#;

307
308
309
310
        let (normal_text, tools) = parser.parse_complete(input).await.unwrap();
        assert_eq!(tools.len(), 1);
        assert_eq!(normal_text, ""); // Pure tool call, no normal text
        assert_eq!(tools[0].function.name, "process_data");
311
312

        // Parse arguments to check types
313
        let args: serde_json::Value = serde_json::from_str(&tools[0].function.arguments).unwrap();
314
315
316
317
318
319
320
321
322
323
324
325
326
        assert_eq!(args["count"], 42);
        assert_eq!(args["active"], true);
        assert_eq!(args["name"], "test");
    }

    #[test]
    fn test_detect_format() {
        let parser = Glm4MoeParser::new();
        assert!(parser.detect_format("<tool_call>"));
        assert!(!parser.detect_format("plain text"));
        assert!(!parser.detect_format("[TOOL_CALLS]"));
    }
}