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// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
use super::json::JsonParserType;
#[derive(Clone, Debug, serde::Serialize, serde::Deserialize)]
pub struct JsonParserConfig {
/// Start token for individual tool calls (e.g., "<TOOLCALL>")
pub tool_call_start_tokens: Vec<String>,
/// End token for individual tool calls (e.g., "</TOOLCALL>")
pub tool_call_end_tokens: Vec<String>,
/// Separator tokens between function name and arguments
/// (e.g., "<|tool▁sep|>" for DeepSeek v3.1)
/// Used by some models to separate function name from arguments
pub tool_call_separator_tokens: Vec<String>,
/// The key for the function name in the tool call
/// i.e. `{"name": "function", "arguments": {...}}` it would be
/// "name"
pub function_name_keys: Vec<String>,
/// The key for the arguments in the tool call
/// i.e. `{"name": "function", "arguments": {...}}` it would be
/// "arguments"
pub arguments_keys: Vec<String>,
/// The type of JSON parser to use
#[serde(default)]
pub parser_type: JsonParserType,
}
impl Default for JsonParserConfig {
fn default() -> Self {
Self {
tool_call_start_tokens: vec!["<TOOLCALL>".to_string(), "<|python_tag|>".to_string()],
tool_call_end_tokens: vec!["</TOOLCALL>".to_string(), "".to_string()],
tool_call_separator_tokens: vec![],
function_name_keys: vec!["name".to_string()],
arguments_keys: vec!["arguments".to_string(), "parameters".to_string()],
parser_type: JsonParserType::Basic,
}
}
}
#[derive(Clone, Debug, serde::Serialize, serde::Deserialize)]
pub struct XmlParserConfig {
/// Start token for individual tool calls (e.g., "<tool_call>")
pub tool_call_start_token: String,
/// End token for individual tool calls (e.g., "</tool_call>")
pub tool_call_end_token: String,
/// Start token for function name (e.g., "<function=")
pub function_start_token: String,
/// End token for function (e.g., "</function>")
pub function_end_token: String,
/// Start token for parameter (e.g., "<parameter=")
pub parameter_start_token: String,
/// End token for parameter (e.g., "</parameter>")
pub parameter_end_token: String,
}
impl Default for XmlParserConfig {
fn default() -> Self {
Self {
tool_call_start_token: "<tool_call>".to_string(),
tool_call_end_token: "</tool_call>".to_string(),
function_start_token: "<function=".to_string(),
function_end_token: "</function>".to_string(),
parameter_start_token: "<parameter=".to_string(),
parameter_end_token: "</parameter>".to_string(),
}
}
}
/// Parser-specific configuration
#[derive(Clone, Debug, serde::Serialize, serde::Deserialize)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum ParserConfig {
Json(JsonParserConfig),
Xml(XmlParserConfig),
Pythonic,
Harmony(JsonParserConfig),
Typescript,
}
impl ParserConfig {
/// Get the tool call start tokens for this parser configuration
/// Returns a vector of start tokens that indicate the beginning of a tool call
pub fn tool_call_start_tokens(&self) -> Vec<String> {
match self {
ParserConfig::Json(config) => config.tool_call_start_tokens.clone(),
ParserConfig::Harmony(config) => config.tool_call_start_tokens.clone(),
ParserConfig::Xml(config) => vec![config.tool_call_start_token.clone()],
ParserConfig::Pythonic => vec![],
ParserConfig::Typescript => vec![],
}
}
/// Get the tool call end tokens for this parser configuration
/// Returns a vector of end tokens that indicate the end of a tool call
pub fn tool_call_end_tokens(&self) -> Vec<String> {
match self {
ParserConfig::Json(config) => config.tool_call_end_tokens.clone(),
ParserConfig::Harmony(config) => config.tool_call_end_tokens.clone(),
ParserConfig::Xml(config) => vec![config.tool_call_end_token.clone()],
ParserConfig::Pythonic => vec![],
ParserConfig::Typescript => vec![],
}
}
}
/// Configuration for parsing tool calls with different formats
#[derive(Clone, Debug, serde::Serialize, serde::Deserialize)]
pub struct ToolCallConfig {
/// Parser-specific configuration.
pub parser_config: ParserConfig,
}
impl Default for ToolCallConfig {
fn default() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig::default()),
}
}
}
impl ToolCallConfig {
/// Default configuration for hermes tool calls
/// <tool_call>{"name": "get_weather", "arguments": {"location": "San Francisco, CA", "unit": "fahrenheit"}}\n</tool_call>
pub fn hermes() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["<tool_call>".to_string()],
tool_call_end_tokens: vec!["</tool_call>".to_string()],
..Default::default()
}),
}
}
/// Default configuration for nemotron tool calls
/// <TOOLCALL>[{"name": "get_weather", "arguments": {"location": "San Francisco, CA", "unit": "fahrenheit"}}]</TOOLCALL>
pub fn nemotron_deci() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["<TOOLCALL>".to_string()],
tool_call_end_tokens: vec!["</TOOLCALL>".to_string()],
..Default::default()
}),
}
}
pub fn llama3_json() -> Self {
// <|python_tag|>{ "name": "get_weather", "arguments": {"location": "San Francisco, CA", "unit": "fahrenheit"} }
// or { "name": "get_weather", "arguments": {"location": "San Francisco, CA", "unit": "fahrenheit"} }
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["<|python_tag|>".to_string()],
tool_call_end_tokens: vec!["".to_string()],
..Default::default()
}),
}
}
pub fn mistral() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["[TOOL_CALLS]".to_string()],
tool_call_end_tokens: vec!["[/TOOL_CALLS]".to_string(), "".to_string()],
..Default::default()
}),
}
}
pub fn phi4() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["functools".to_string()],
tool_call_end_tokens: vec!["".to_string()],
..Default::default()
}),
}
}
pub fn pythonic() -> Self {
Self {
parser_config: ParserConfig::Pythonic,
}
}
pub fn harmony() -> Self {
Self {
parser_config: ParserConfig::Harmony(JsonParserConfig {
tool_call_start_tokens: vec!["<|start|>assistant<|channel|>commentary".to_string()],
tool_call_end_tokens: vec!["<|call|>".to_string()],
..Default::default()
}),
}
}
pub fn deepseek_v3_1() -> Self {
// The whole tool calls block is wrapped between
// <|tool▁calls▁begin|> ... <|tool▁calls▁end|>
// regardless of number of tool calls. For external use of this
// config, we want them to only be operating on the whole block,
// so the tool parser can properly consume all tool call tokens.
// https://huggingface.co/deepseek-ai/DeepSeek-V3.1#toolcall
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec![
"<|tool▁calls▁begin|>".to_string(),
// "<|tool▁call▁begin|>".to_string(),
],
tool_call_end_tokens: vec![
"<|tool▁calls▁end|>".to_string(),
// "<|tool▁call▁end|>".to_string(),
],
tool_call_separator_tokens: vec!["<|tool▁sep|>".to_string()],
parser_type: JsonParserType::DeepseekV31,
..Default::default()
}),
}
}
pub fn deepseek_v3() -> Self {
// DeepSeek V3 format:
// <|tool▁calls▁begin|><|tool▁call▁begin|>{type}<|tool▁sep|>{function_name}\n```json\n{arguments}\n```<|tool▁call▁end|><|tool▁calls▁end|>
// There are some differences between DeepSeek V3 and DeepSeek V3.1
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["<|tool▁calls▁begin|>".to_string()],
tool_call_end_tokens: vec!["<|tool▁calls▁end|>".to_string()],
tool_call_separator_tokens: vec!["<|tool▁sep|>".to_string()],
parser_type: JsonParserType::DeepseekV3,
..Default::default()
}),
}
}
pub fn qwen3_coder() -> Self {
// <tool_call><function=name><parameter=key>value</parameter></function></tool_call>
Self {
parser_config: ParserConfig::Xml(XmlParserConfig::default()),
}
}
pub fn jamba() -> Self {
Self {
parser_config: ParserConfig::Json(JsonParserConfig {
tool_call_start_tokens: vec!["<tool_calls>".to_string()],
tool_call_end_tokens: vec!["</tool_calls>".to_string()],
..Default::default()
}),
}
}
}