chore: added utility to detect possible tool call start for a chunk

lib/parsers/src/tool_calling/harmony/harmony_parser.rs

@@ -29,11 +29,7 @@ pub fn parse_tool_calls_harmony(
     // Check if tool call start tokens are present, if not return everything as normal text
     // Start Token: "<|start|>assistant<|channel|>commentary" should be present in the text if tool calls are present
     // End Token: "<|call|>"
-    if !config
-        .tool_call_start_tokens
-        .iter()
-        .any(|token| trimmed.contains(token))
-    {
+    if !detect_tool_call_start_harmony(text, config).unwrap_or(false) {
         return Ok((vec![], Some(trimmed)));
     }
 
@@ -158,6 +154,24 @@ pub fn parse_tool_calls_harmony(
     Ok((res, Some(normal_text.to_string())))
 }
 
+pub fn detect_tool_call_start_harmony(
+    chunk: &str,
+    config: &JsonParserConfig,
+) -> anyhow::Result<bool> {
+    let trimmed = chunk.trim();
+    if trimmed.is_empty() {
+        return Ok(false);
+    }
+    if config
+        .tool_call_start_tokens
+        .iter()
+        .any(|token| trimmed.contains(token))
+    {
+        return Ok(true);
+    }
+    Ok(false)
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -270,3 +284,32 @@ mod tests {
         assert_eq!(args["unit"], "celsius");
     }
 }
+
+#[cfg(test)]
+mod detect_parser_tests {
+    use super::*;
+
+    #[test]
+    fn test_detect_tool_call_start_harmony_chunk_with_tool_call_start_token() {
+        let text = r#"<|start|>assistant<|channel|>commentary to=functions.get_current_weather <|constrain|>json"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<|start|>assistant<|channel|>commentary".to_string()],
+            tool_call_end_tokens: vec!["<|call|>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_harmony(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn test_detect_tool_call_start_harmony_chunk_without_tool_call_start_token() {
+        let text = r#"<|channel|>commentary to=functions.get_current_weather"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<|start|>assistant<|channel|>commentary".to_string()],
+            tool_call_end_tokens: vec!["<|call|>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_harmony(text, &config).unwrap();
+        assert!(!result);
+    }
+}

lib/parsers/src/tool_calling/harmony/mod.rs

@@ -4,4 +4,4 @@
 pub mod harmony_parser;
 
 pub use super::{config, response};
-pub use harmony_parser::parse_tool_calls_harmony;
+pub use harmony_parser::{detect_tool_call_start_harmony, parse_tool_calls_harmony};

lib/parsers/src/tool_calling/json/base_json_parser.rs

@@ -306,3 +306,141 @@ pub fn try_tool_call_parse_basic_json(
 
     Ok((vec![], Some(trimmed.to_string())))
 }
+
+pub fn detect_tool_call_start_basic_json(
+    chunk: &str,
+    config: &JsonParserConfig,
+) -> anyhow::Result<bool> {
+    // Case 1: If there is any of the start tokens in the chunk, return true
+    if config
+        .tool_call_start_tokens
+        .iter()
+        .any(|token| chunk.contains(token))
+    {
+        return Ok(true);
+    }
+
+    // Case 2: If there is any "{" or "[" in the chunk, return true
+    // This case will lead to false positives for those models which does not emit tool call start tokens
+    if chunk.contains("{") || chunk.contains("[") {
+        return Ok(true);
+    }
+    Ok(false)
+}
+
+#[cfg(test)]
+mod detect_parser_tests {
+    use super::*;
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_with_tool_call_start_token_hermes() {
+        let text =
+            r#"<tool_call>{"name": "search", "parameters": { "query": "rust" } }</tool_call>"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<tool_call>".to_string()],
+            tool_call_end_tokens: vec!["</tool_call>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_without_tool_call_start_token() {
+        let text = r#"{"name": "search", "parameters": { "query": "rust" } }"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<tool_call>".to_string()],
+            tool_call_end_tokens: vec!["</tool_call>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_without_tool_call_start_token_with_normal_text() {
+        let text = r#"Here it is {"name": "#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<tool_call>".to_string()],
+            tool_call_end_tokens: vec!["</tool_call>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_with_square_brackets() {
+        // These kind of false positives are expected when calling this function for stream=True
+        let text = r#"Here it is [{"name": "search","#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<tool_call>".to_string()],
+            tool_call_end_tokens: vec!["</tool_call>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_false_positive() {
+        // These kind of false positives are expected when calling this function for stream=True
+        let text = r#"Here it is { Whats up"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<tool_call>".to_string()],
+            tool_call_end_tokens: vec!["</tool_call>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_with_tool_call_start_token_nemotron_deci() {
+        let text =
+            r#"<TOOLCALL>[{"name": "search", "parameters": { "query": "rust" } }]</TOOLCALL>"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<TOOLCALL>".to_string()],
+            tool_call_end_tokens: vec!["</TOOLCALL>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_with_lllama3_json_token() {
+        let text = r#"<|python_tag|>{ "name": }"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<|python_tag|>".to_string()],
+            tool_call_end_tokens: vec!["".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_mistral_token() {
+        let text = r#"Hello Yo ! [TOOL_CALLS]{"name": "search", "#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["[TOOL_CALLS]".to_string()],
+            tool_call_end_tokens: vec!["".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn detect_tool_call_start_basic_json_chunk_phi4_token() {
+        let text = r#"functools{"name": "search", "#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["functools".to_string()],
+            tool_call_end_tokens: vec!["".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_basic_json(text, &config).unwrap();
+        assert!(result);
+    }
+}

lib/parsers/src/tool_calling/json/deepseek_parser.rs

@@ -43,12 +43,7 @@ pub fn parse_tool_calls_deepseek_v3_1(
     }
 
     // If tool call start token is not present then, no tool calls are there, return empty tool calls and the original trimmed string
-    if let Some(start_token) = tool_call_start_tokens.first() {
-        if !trimmed.contains(start_token) {
-            return Ok((vec![], Some(trimmed.to_string())));
-        }
-    } else {
-        // Invalid start token
+    if !detect_tool_call_start_deepseek_v3_1(trimmed, config).unwrap_or(false) {
         return Ok((vec![], Some(trimmed.to_string())));
     }
 
@@ -106,6 +101,21 @@ pub fn parse_tool_calls_deepseek_v3_1(
     Ok((tool_calls, Some(normal_text)))
 }
 
+pub fn detect_tool_call_start_deepseek_v3_1(
+    chunk: &str,
+    config: &JsonParserConfig,
+) -> anyhow::Result<bool> {
+    // if chunk contains tool_call_start_tokens then return true
+    if config
+        .tool_call_start_tokens
+        .iter()
+        .any(|token| chunk.contains(token))
+    {
+        return Ok(true);
+    }
+    Ok(false)
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -220,3 +230,43 @@ mod tests {
         assert_eq!(result.len(), 0);
     }
 }
+
+#[cfg(test)]
+mod detect_parser_tests {
+    use super::*;
+    #[test]
+    fn test_detect_tool_call_start_deepseek_v3_1_chunk_with_tool_call_start_token() {
+        let text = r#"<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>get_current_weather宽带}"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<｜tool▁calls▁begin｜>".to_string()],
+            tool_call_end_tokens: vec!["<｜tool▁calls▁end｜>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_deepseek_v3_1(text, &config).unwrap();
+        assert!(result);
+    }
+
+    #[test]
+    fn test_detect_tool_call_start_deepseek_v3_1_chunk_without_tool_call_start_token() {
+        let text = r#"<｜tool▁call▁begin｜>get_current_weather宽带}"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<｜tool▁calls▁begin｜>".to_string()],
+            tool_call_end_tokens: vec!["<｜tool▁calls▁end｜>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_deepseek_v3_1(text, &config).unwrap();
+        assert!(!result);
+    }
+
+    #[test]
+    fn test_detect_tool_call_start_deepseek_v3_1_chunk_with_tool_call_start_token_in_middle() {
+        let text = r#"The following tool calls retrieve weather information: <｜tool▁calls▁begin｜><｜tool▁call▁begin｜>get_current_weather宽带}"#;
+        let config = JsonParserConfig {
+            tool_call_start_tokens: vec!["<｜tool▁calls▁begin｜>".to_string()],
+            tool_call_end_tokens: vec!["<｜tool▁calls▁end｜>".to_string()],
+            ..Default::default()
+        };
+        let result = detect_tool_call_start_deepseek_v3_1(text, &config).unwrap();
+        assert!(result);
+    }
+}

lib/parsers/src/tool_calling/json/mod.rs

@@ -5,8 +5,8 @@ pub mod base_json_parser;
 pub mod deepseek_parser;
 
 pub use super::{config, response};
-pub use base_json_parser::try_tool_call_parse_basic_json;
-pub use deepseek_parser::parse_tool_calls_deepseek_v3_1;
+pub use base_json_parser::{detect_tool_call_start_basic_json, try_tool_call_parse_basic_json};
+pub use deepseek_parser::{detect_tool_call_start_deepseek_v3_1, parse_tool_calls_deepseek_v3_1};
 
 pub use super::config::JsonParserConfig;
 pub use super::response::ToolCallResponse;
@@ -34,3 +34,10 @@ pub fn try_tool_call_parse_json(
         JsonParserType::DeepseekV31 => parse_tool_calls_deepseek_v3_1(message, config),
     }
 }
+
+pub fn detect_tool_call_start_json(chunk: &str, config: &JsonParserConfig) -> anyhow::Result<bool> {
+    match config.parser_type {
+        JsonParserType::Basic => detect_tool_call_start_basic_json(chunk, config),
+        JsonParserType::DeepseekV31 => detect_tool_call_start_deepseek_v3_1(chunk, config),
+    }
+}