refactor: 实现 chat template 分派设置

astrai/tokenizer/__init__.py

@@ -7,7 +7,6 @@ from astrai.tokenizer.tokenizer import (
 from astrai.tokenizer.chat_template import (
     HistoryType,
     MessageType,
-    CHAT_TEMPLATES,
     build_prompt,
 )
 

astrai/tokenizer/chat_template.py

@@ -1,22 +1,137 @@
-from typing import Dict, List, Optional, Tuple
+from typing import Dict, List, Optional, Tuple, Any
 from jinja2 import Template
+from dataclasses import dataclass
+from astrai.factory import Registry
 
 HistoryType = List[Tuple[str, str]]
 MessageType = Dict[str, str]
 
-# Predefined chat templates using jinja2
+
-CHAT_TEMPLATES: Dict[str, str] = {
+@dataclass
-    "chatml": """{%- if system_prompt -%}
+class ChatTemplate:
-<｜im▁start｜>system
+    """A chat template with Jinja2 rendering support.
-{{ system_prompt }}<｜im▁end｜>
+
-{%- endif -%}
+    Attributes:
-{%- for message in messages -%}
+        name: Unique identifier for the template.
-<｜im▁start｜>{{ message['role'] }}
+        template_str: Jinja2 template string.
-{{ message['content'] }}<｜im▁end｜>
+        description: Optional description.
-{%- endfor -%}
+        default_variables: Optional dictionary of default variable values
-<｜im▁start｜>assistant
+            that will be passed to the template if not overridden during rendering.
-""",
+        special_tokens: Optional dictionary mapping token names to their string values.
-}
+            These tokens are automatically added to the template variables.
+    """
+
+    name: str
+    template_str: str
+    description: str = ""
+    default_variables: Dict[str, Any] = None
+    special_tokens: Dict[str, str] = None
+
+    def __post_init__(self):
+        if self.default_variables is None:
+            self.default_variables = {}
+        if self.special_tokens is None:
+            self.special_tokens = {}
+
+    @classmethod
+    def from_string(
+        cls,
+        template_str: str,
+        description: str = "",
+        default_variables: Optional[Dict[str, Any]] = None,
+        special_tokens: Optional[Dict[str, str]] = None,
+    ) -> "ChatTemplate":
+        """Create a ChatTemplate instance directly from a template string."""
+        return cls(
+            name="",  # empty name for ad‑hoc templates
+            template_str=template_str,
+            description=description,
+            default_variables=default_variables,
+            special_tokens=special_tokens,
+        )
+
+    def render(
+        self,
+        messages: List[MessageType],
+        system_prompt: Optional[str] = None,
+        **extra_variables: Any,
+    ) -> str:
+        """Render the template with given messages and variables.
+
+        Args:
+            messages: List of message dicts with 'role' and 'content'.
+            system_prompt: Optional system prompt string.
+            **extra_variables: Additional variables to pass to the template.
+                These override default_variables and special_tokens.
+
+        Returns:
+            Rendered prompt string.
+        """
+        # Merge default variables, special tokens, and extra variables
+        variables = {**self.default_variables, **self.special_tokens, **extra_variables}
+        variables["messages"] = messages
+        if system_prompt is not None:
+            variables["system_prompt"] = system_prompt
+
+        jinja_template = Template(self.template_str)
+        return jinja_template.render(**variables)
+
+
+# Global registry instance
+_default_registry = Registry()
+
+# Default template name
+_default_template_name = "chatml"
+
+
+# Convenience functions
+def register_chat_template(
+    name: str,
+    template_str: str,
+    description: str = "",
+    default_variables: Optional[Dict[str, Any]] = None,
+    special_tokens: Optional[Dict[str, str]] = None,
+) -> ChatTemplate:
+    """Register a chat template in the global registry."""
+    template = ChatTemplate(
+        name=name,
+        template_str=template_str,
+        description=description,
+        default_variables=default_variables,
+        special_tokens=special_tokens,
+    )
+    _default_registry.register(name, template, category=None, priority=0)
+    return template
+
+
+def set_default_chat_template(name: str) -> None:
+    """Set the default chat template name globally."""
+    global _default_template_name
+    if not _default_registry.contains(name):
+        raise KeyError(
+            f"Chat template '{name}' not found. Available: {list(_default_registry.list_names())}"
+        )
+    _default_template_name = name
+
+
+def get_default_chat_template_name() -> str:
+    """Get the current default chat template name."""
+    return _default_template_name
+
+
+def get_chat_template(name: str) -> ChatTemplate:
+    """Get a chat template from the global registry."""
+    return _default_registry.get(name)
+
+
+def list_chat_templates() -> List[str]:
+    """List all registered chat template names."""
+    return _default_registry.list_names()
+
+
+def chat_template_exists(name: str) -> bool:
+    """Check if a chat template exists."""
+    return _default_registry.contains(name)
 
 
 def build_prompt(
@@ -24,29 +139,27 @@ def build_prompt(
     system_prompt: Optional[str] = None,
     history: Optional[HistoryType] = None,
     template: Optional[str] = None,
+    template_name: Optional[str] = None,
+    **extra_variables: Any,
 ) -> str:
-    """Build prompt using jinja2 template for query and history.
+    """Build prompt using a registered chat template or a custom template string.
+
+    This function maintains backward compatibility with the previous API.
 
     Args:
-        query (str): query string.
+        query: The current user query.
-        system_prompt (Optional[str]): system prompt string.
+        system_prompt: Optional system prompt.
-        history (Optional[HistoryType]): history list of query and response.
+        history: Optional list of (user_msg, assistant_msg) pairs.
-        template (Optional[str]): jinja2 template string. If None, uses default chatml template.
+        template: If provided, uses this exact Jinja2 template string (overrides template_name).
+        template_name: Name of a registered template to use (ignored if `template` is given).
+            If None, uses the globally set default template (see `set_default_chat_template`).
+        **extra_variables: Additional variables to pass to the template.
 
     Returns:
-        str: prompt string formatted according to the template.
+        Rendered prompt string.
 
-    Example:
+    Raises:
-        # Use default template
+        KeyError: If `template_name` is not registered.
-        prompt = build_prompt(query="Hello", history=[...])
-
-        # Use custom template
-        custom_template = '''
-        {%- for msg in messages -%}
-        {{ msg['role'] }}: {{ msg['content'] }}
-        {%- endfor -%}
-        '''
-        prompt = build_prompt(query="Hello", template=custom_template)
     """
     # Convert history to message format
     messages: List[MessageType] = []
@@ -56,12 +169,119 @@ def build_prompt(
             messages.append({"role": "assistant", "content": assistant_msg})
     messages.append({"role": "user", "content": query})
 
-    # Use provided template or default chatml template
+    if template is not None:
-    template_str = template if template is not None else CHAT_TEMPLATES["chatml"]
+        # Use the provided template string directly
+        jinja_template = Template(template)
+        variables = {"messages": messages, **extra_variables}
+        if system_prompt is not None:
+            variables["system_prompt"] = system_prompt
+        return jinja_template.render(**variables)
+    else:
+        # Determine which template name to use
+        if template_name is None:
+            template_name = _default_template_name
+        # Use a registered template
+        chat_template = get_chat_template(template_name)
+        return chat_template.render(
+            messages=messages,
+            system_prompt=system_prompt,
+            **extra_variables,
+        )
 
-    # Render template
+
-    jinja_template = Template(template_str)
+# Predefined templates
-    return jinja_template.render(
+# ChatML template (original)
-        messages=messages,
+register_chat_template(
-        system_prompt=system_prompt,
+    name="chatml",
-    )
+    template_str=(
+        "{%- if system_prompt -%}\n"
+        "{{ bos_token }}system\n"
+        "{{ system_prompt }}{{ eos_token }}\n"
+        "{%- endif -%}\n"
+        "{%- for message in messages -%}\n"
+        "{{ bos_token }}{{ message['role'] }}\n"
+        "{{ message['content'] }}{{ eos_token }}\n"
+        "{%- endfor -%}\n"
+        "{{ bos_token }}assistant\n"
+    ),
+    description="ChatML format with configurable special tokens.",
+    special_tokens={"bos_token": "<｜im▁start｜>", "eos_token": "<｜im▁end｜>"},
+)
+
+# Simplified template without special tokens (plain text)
+register_chat_template(
+    name="plain",
+    template_str=(
+        "{%- if system_prompt -%}\n"
+        "System: {{ system_prompt }}\n"
+        "{%- endif -%}\n"
+        "{%- for message in messages -%}\n"
+        "{{ message['role']|capitalize }}: {{ message['content'] }}\n"
+        "{%- endfor -%}\n"
+        "Assistant:"
+    ),
+    description="Plain text format with role labels.",
+)
+
+# Alpaca-style template
+register_chat_template(
+    name="alpaca",
+    template_str=(
+        "{%- if system_prompt -%}\n"
+        "### Instruction:\n"
+        "{{ system_prompt }}\n"
+        "{%- endif -%}\n"
+        "### Input:\n"
+        "{{ messages[-1]['content'] }}\n"
+        "### Response:"
+    ),
+    description="Alpaca instruction‑response format (single‑turn).",
+    default_variables={},
+)
+
+# OpenAI chat format (approximation)
+register_chat_template(
+    name="openai",
+    template_str=(
+        "{%- if system_prompt -%}\n"
+        "{{ bos_token }}system\n"
+        "{{ system_prompt }}{{ eos_token }}\n"
+        "{%- endif -%}\n"
+        "{%- for message in messages -%}\n"
+        "{{ bos_token }}{{ message['role'] }}\n"
+        "{{ message['content'] }}{{ eos_token }}\n"
+        "{%- endfor -%}\n"
+        "{{ bos_token }}assistant\n"
+    ),
+    description="OpenAI‑compatible chat format with configurable special tokens.",
+    special_tokens={"bos_token": "<｜im▁start｜>", "eos_token": "<｜im▁end｜>"},
+)
+
+# Llama‑2 style with [INST] tags
+register_chat_template(
+    name="llama2",
+    template_str=(
+        "{%- if system_prompt -%}\n"
+        "<<SYS>>\n"
+        "{{ system_prompt }}\n"
+        "<</SYS>>\n"
+        "{%- endif -%}\n"
+        "[INST] {{ messages[-1]['content'] }} [/INST]"
+    ),
+    description="Llama‑2 style with [INST] tags (single‑turn).",
+    default_variables={},
+)
+
+
+__all__ = [
+    "ChatTemplate",
+    "register_chat_template",
+    "get_chat_template",
+    "list_chat_templates",
+    "chat_template_exists",
+    "build_prompt",
+    "set_default_chat_template",
+    "get_default_chat_template_name",
+    "HistoryType",
+    "MessageType",
+]