deepseek_parser.rs 9.87 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
use async_trait::async_trait;
use regex::Regex;
use serde_json::Value;

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

/// DeepSeek V3 format parser for tool calls
///
/// Handles the DeepSeek V3 specific format that uses Unicode tokens:
/// `<|tool▁calls▁begin|><|tool▁call▁begin|>function<|tool▁sep|>{name}\n```json\n{args}\n```<|tool▁call▁end|><|tool▁calls▁end|>`
///
/// Features:
/// - Unicode token delimiters
/// - JSON arguments in code blocks
/// - Support for multiple sequential tool calls
pub struct DeepSeekParser {
    /// Parser for handling incomplete JSON during streaming
    partial_json: PartialJson,
    /// Regex for extracting complete tool calls
    tool_call_extractor: Regex,
    /// Regex for extracting function details
    func_detail_extractor: Regex,
}

impl DeepSeekParser {
    /// Create a new DeepSeek parser
    pub fn new() -> Self {
        // Use (?s) flag for DOTALL mode to handle newlines
        let tool_call_pattern = r"(?s)<|tool▁call▁begin|>.*?<|tool▁call▁end|>";
        let tool_call_extractor = Regex::new(tool_call_pattern).expect("Valid regex pattern");

        let func_detail_pattern = r"(?s)<|tool▁call▁begin|>(.*?)<|tool▁sep|>(.*?)\n```json\n(.*?)\n```<|tool▁call▁end|>";
        let func_detail_extractor = Regex::new(func_detail_pattern).expect("Valid regex pattern");

        Self {
            partial_json: PartialJson::default(),
            tool_call_extractor,
            func_detail_extractor,
        }
    }

    /// Check if text contains DeepSeek tool markers
    fn has_tool_markers(&self, text: &str) -> bool {
        text.contains("<|tool▁calls▁begin|>")
    }

53
54
55
56
57
58
59
60
61
62
63
64
65
66
    /// Parse a single tool call block - throws error if parsing fails
    fn parse_tool_call(&self, block: &str) -> ToolParserResult<ToolCall> {
        let captures = self.func_detail_extractor.captures(block).ok_or_else(|| {
            ToolParserError::ParsingFailed("Failed to match tool call pattern".to_string())
        })?;

        // Get function type (should be "function")
        let func_type = captures.get(1).map_or("", |m| m.as_str());
        if func_type != "function" {
            return Err(ToolParserError::ParsingFailed(format!(
                "Invalid function type: {}",
                func_type
            )));
        }
67

68
69
70
71
72
73
        // Get function name
        let func_name = captures.get(2).map_or("", |m| m.as_str()).trim();
        if func_name.is_empty() {
            return Err(ToolParserError::ParsingFailed(
                "Empty function name".to_string(),
            ));
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

        // Get JSON arguments
        let json_args = captures.get(3).map_or("{}", |m| m.as_str()).trim();

        // Parse JSON arguments
        let value = serde_json::from_str::<Value>(json_args)
            .map_err(|e| ToolParserError::ParsingFailed(format!("Invalid JSON: {}", e)))?;

        // Create arguments object
        let args = if value.is_object() {
            value
        } else {
            // If not an object, wrap it
            serde_json::json!({ "value": value })
        };

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

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

        Ok(ToolCall {
            id,
            r#type: "function".to_string(),
            function: FunctionCall {
                name: func_name.to_string(),
                arguments,
            },
        })
105
106
107
108
109
110
111
112
113
114
115
    }
}

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

#[async_trait]
impl ToolParser for DeepSeekParser {
116
    async fn parse_complete(&self, text: &str) -> ToolParserResult<(String, Vec<ToolCall>)> {
117
        if !self.has_tool_markers(text) {
118
            return Ok((text.to_string(), vec![]));
119
120
        }

121
122
123
        // Find where tool calls begin
        let idx = text.find("<|tool▁calls▁begin|>").unwrap();
        let normal_text = text[..idx].to_string();
124

125
126
127
128
129
130
131
132
133
        // Try to extract tool calls, log warnings for failures
        let mut tools = Vec::new();
        for mat in self.tool_call_extractor.find_iter(text) {
            match self.parse_tool_call(mat.as_str()) {
                Ok(tool) => tools.push(tool),
                Err(e) => {
                    tracing::warn!("Failed to parse tool call: {}", e);
                    continue;
                }
134
135
136
            }
        }

137
138
139
140
        // If no tools were successfully parsed despite having markers, return entire text as fallback
        if tools.is_empty() {
            return Ok((text.to_string(), vec![]));
        }
141
142

        Ok((normal_text, tools))
143
144
145
146
147
148
149
150
151
152
153
    }

    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) {
154
155
156
157
158
159
160
161
162
163
164
165
            // 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▁calls▁begin|>") {
            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));
            }
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
        }

        // Look for start of tool calls
        if let Some(start_pos) = state.buffer.find("<|tool▁calls▁begin|>") {
            // Look for individual tool call start
            let search_from = start_pos + "<|tool▁calls▁begin|>".len();
            if let Some(call_start) = state.buffer[search_from..].find("<|tool▁call▁begin|>")
            {
                let call_start_abs = search_from + call_start;

                // Look for the end of this tool call
                let search_end_from = call_start_abs + "<|tool▁call▁begin|>".len();
                if let Some(call_end) = state.buffer[search_end_from..].find("<|tool▁call▁end|>")
                {
                    let call_end_abs = search_end_from + call_end + "<|tool▁call▁end|>".len();

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

185
186
187
188
189
190
191
192
193
194
                    match self.parse_tool_call(tool_call_text) {
                        Ok(tool) => {
                            // Remove the processed part from buffer
                            state.buffer.drain(..call_end_abs);
                            return Ok(StreamResult::ToolComplete(tool));
                        }
                        Err(_) => {
                            // Parsing failed, skip this tool call
                            state.buffer.drain(..call_end_abs);
                        }
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
                    }
                } else {
                    // Tool call not complete yet, try to extract partial info
                    let partial = &state.buffer[search_end_from..];

                    // Try to extract function name
                    if let Some(sep_pos) = partial.find("<|tool▁sep|>") {
                        if let Some(_func_start) = partial[..sep_pos].rfind("function") {
                            // We have the function type marker
                            let after_sep = &partial[sep_pos + "<|tool▁sep|>".len()..];

                            // Look for function name (ends at newline before ```json)
                            if let Some(name_end) = after_sep.find("\n```json\n") {
                                let func_name = after_sep[..name_end].trim();

                                if !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_start = name_end + "\n```json\n".len();
                                let partial_args = &after_sep[args_start..];

                                // Check if we can parse partial JSON
                                if !partial_args.is_empty() {
                                    match self.partial_json.parse_value(partial_args) {
                                        Ok((value, _consumed)) => {
                                            let args_str = serde_json::to_string(&value)
                                                .unwrap_or_else(|_| "{}".to_string());

                                            return Ok(StreamResult::ToolArguments {
                                                index: 0,
                                                arguments: args_str,
                                            });
                                        }
                                        Err(_) => {
235
                                            // Can't parse yet, continue waiting for more data
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
                                        }
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }

        Ok(StreamResult::Incomplete)
    }

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