[router][tool call] Support normal content extraction before tool call (streaming) (#11038)
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@@ -154,8 +154,18 @@ impl ToolParser for DeepSeekParser {
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// Check for tool markers
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if !self.has_tool_markers(&state.buffer) {
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// No markers found, return as incomplete
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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if let Some(marker_pos) = state.buffer.find("<|tool▁calls▁begin|>") {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Look for start of tool calls
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@@ -220,7 +230,7 @@ impl ToolParser for DeepSeekParser {
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});
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}
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Err(_) => {
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// Can't parse yet, keep buffering
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// Can't parse yet, continue waiting for more data
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}
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}
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}
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@@ -177,8 +177,18 @@ impl ToolParser for Glm4MoeParser {
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// Check for tool markers
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if !self.has_tool_markers(&state.buffer) {
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// No markers found, return as incomplete
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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if let Some(marker_pos) = state.buffer.find("<tool_call>") {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Look for start of tool call
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@@ -227,10 +227,34 @@ impl JsonParser {
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}
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// Check for any start token
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self.token_config
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let has_start_token = self
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.token_config
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.start_tokens
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.iter()
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.any(|token| text.contains(token))
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.any(|token| text.contains(token));
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// Also check if we have what looks like JSON even without start token
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// This handles cases where we've already processed the start token
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// and are working on subsequent tools
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has_start_token || (text.trim_start().starts_with('{') && text.contains(r#""name""#))
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}
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/// Check if text might contain a partial start token (for streaming)
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fn has_partial_start_token(&self, text: &str) -> bool {
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if self.token_config.start_tokens.is_empty() {
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return false;
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}
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// Check if the end of the buffer could be the start of any start token
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for start_token in &self.token_config.start_tokens {
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for i in 1..start_token.len() {
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let token_prefix = &start_token[..i];
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if text.ends_with(token_prefix) {
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return true;
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}
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}
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}
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false
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}
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}
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@@ -382,8 +406,42 @@ impl ToolParser for JsonParser {
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// Check if we have potential tool calls
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if !self.has_tool_markers(&state.buffer) {
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// No tool markers, return as incomplete
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return Ok(StreamResult::Incomplete);
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if self.has_partial_start_token(&state.buffer) {
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// We might be in the middle of receiving a start token, wait for more data
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return Ok(StreamResult::Incomplete);
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}
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// No tool markers and no partial tokens - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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if !self.token_config.start_tokens.is_empty() {
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let start_token = &self.token_config.start_tokens[0];
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if !start_token.is_empty() {
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if let Some(marker_pos) = state.buffer.find(start_token) {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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}
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} else {
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// For JSON without start tokens, look for the start of JSON structure
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// Find whichever comes first: '{' or '['
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let brace_pos = state.buffer.find('{');
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let bracket_pos = state.buffer.find('[');
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let json_pos = brace_pos.iter().chain(bracket_pos.iter()).min().copied();
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if let Some(pos) = json_pos {
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if pos > 0 {
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// We have text before JSON structure - extract it as normal text
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let normal_text: String = state.buffer.drain(..pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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}
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// Extract JSON content first to check for separators
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@@ -407,9 +465,8 @@ impl ToolParser for JsonParser {
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// We need to figure out how much to remove from the original buffer
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// Find where the separator is in the original buffer and remove up to and including it
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if let Some(sep_in_original) = state.buffer.find(separator.as_str()) {
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let remaining =
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state.buffer[sep_in_original + separator.len()..].to_string();
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state.buffer = remaining;
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// Remove processed content up to and including separator
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state.buffer.drain(..=sep_in_original + separator.len() - 1);
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}
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// Return the first tool as complete
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@@ -518,7 +575,7 @@ impl ToolParser for JsonParser {
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}
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Err(_) => {
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// Failed to parse even as partial JSON
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// Keep buffering
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// Continue waiting for more data
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}
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}
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@@ -152,9 +152,22 @@ impl ToolParser for KimiK2Parser {
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self.has_tool_markers(&state.buffer) || state.buffer.contains("<|tool_call_begin|>");
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if !has_tool_call {
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// No markers found, clear buffer and return
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state.buffer.clear();
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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let marker1_pos = state.buffer.find("<|tool_calls_section_begin|>");
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let marker2_pos = state.buffer.find("<|tool_call_begin|>");
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let marker_pos = marker1_pos.iter().chain(marker2_pos.iter()).min().copied();
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if let Some(pos) = marker_pos {
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if pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Try to match streaming pattern
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@@ -75,16 +75,18 @@ impl ToolParser for LlamaParser {
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chunk: &str,
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state: &mut ParseState,
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) -> ToolParserResult<StreamResult> {
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// Try with the python_tag parser first
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// First, try with the configured json_parser (which handles python_tag)
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let result = self.json_parser.parse_incremental(chunk, state).await?;
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// If we get Incomplete and buffer starts with '{', might be plain JSON
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if matches!(result, StreamResult::Incomplete) && state.buffer.trim_start().starts_with('{')
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{
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// Check if we have python_tag in the buffer
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if !state.buffer.contains("<|python_tag|>") {
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// Likely plain JSON, create temporary parser
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// If we get Incomplete and no python_tag in buffer, might be plain JSON
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if matches!(result, StreamResult::Incomplete) {
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let trimmed = state.buffer.trim_start();
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if trimmed.starts_with('{') && !state.buffer.contains("<|python_tag|>") {
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// Likely plain JSON, try with a plain parser
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// Note: We need to be careful not to double-add the chunk
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let plain_parser = JsonParser::new();
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// The chunk was already added to state.buffer by json_parser above
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// So we call with empty string to just process what's in the buffer
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return plain_parser.parse_incremental("", state).await;
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}
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}
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@@ -195,7 +195,18 @@ impl ToolParser for MistralParser {
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// Check if we have the start marker
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if !self.has_tool_markers(&state.buffer) {
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before [TOOL_CALLS] and extract it as normal text
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if let Some(marker_pos) = state.buffer.find("[TOOL_CALLS]") {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Try to extract complete JSON array
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@@ -190,7 +190,18 @@ impl ToolParser for QwenParser {
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// Check if we have the start marker
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if !self.has_tool_markers(&state.buffer) {
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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if let Some(marker_pos) = state.buffer.find("<tool_call>") {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Find start and end positions
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@@ -212,7 +223,12 @@ impl ToolParser for QwenParser {
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}
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}
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Err(_) => {
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// JSON parsing failed, might be incomplete
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// JSON parsing failed, might be incomplete or malformed
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// If we have what looks like a complete tool call block, treat as normal text
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if state.buffer[start_pos..end_pos].contains("\n</tool_call>") {
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let malformed_text: String = state.buffer.drain(..end_pos).collect();
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return Ok(StreamResult::NormalText(malformed_text));
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}
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}
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}
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} else {
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@@ -209,8 +209,18 @@ impl ToolParser for Step3Parser {
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// Check for tool markers
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if !self.has_tool_markers(&state.buffer) {
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// No markers found, return as incomplete
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return Ok(StreamResult::Incomplete);
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// No tool markers detected - return all buffered content as normal text
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let normal_text = std::mem::take(&mut state.buffer);
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return Ok(StreamResult::NormalText(normal_text));
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}
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// Check for text before tool markers and extract it as normal text
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if let Some(marker_pos) = state.buffer.find("<|tool_calls_begin|>") {
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if marker_pos > 0 {
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// We have text before the tool marker - extract it as normal text
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let normal_text: String = state.buffer.drain(..marker_pos).collect();
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return Ok(StreamResult::NormalText(normal_text));
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}
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}
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// Look for start of tool calls
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