class LazyMessagesFormatterType: def __getattr__(self, name): return LazyLlamaAgentValue("MessagesFormatterType", name) class LazyLlamaAgentValue: def __init__(self, source, name): self.source = source self.name = name def resolve(self): if self.source == "MessagesFormatterType": from llama_cpp_agent import MessagesFormatterType return getattr(MessagesFormatterType, self.name) if self.source == "custom_formatter": return build_mistral_formatter(self.name) raise ValueError(f"Unknown lazy llama agent value source: {self.source}") def __repr__(self): return f"" def __eq__(self, other): return ( isinstance(other, LazyLlamaAgentValue) and self.source == other.source and self.name == other.name ) def __hash__(self): return hash((self.source, self.name)) MessagesFormatterType = LazyMessagesFormatterType() def build_mistral_formatter(name): from llama_cpp_agent.messages_formatter import MessagesFormatter, PromptMarkers, Roles if name == "mistral_v1": markers = { Roles.system: PromptMarkers(""" [INST]""", """ [/INST]"""), Roles.user: PromptMarkers(""" [INST]""", """ [/INST]"""), Roles.assistant: PromptMarkers(""" """, """"""), Roles.tool: PromptMarkers("", ""), } return MessagesFormatter("", markers, False, [""]) if name == "mistral_v2": markers = { Roles.system: PromptMarkers("""[INST] """, """[/INST]"""), Roles.user: PromptMarkers("""[INST] """, """[/INST]"""), Roles.assistant: PromptMarkers(""" """, """"""), Roles.tool: PromptMarkers("", ""), } return MessagesFormatter("", markers, False, [""]) if name == "mistral_v3_tekken": markers = { Roles.system: PromptMarkers("""[INST]""", """[/INST]"""), Roles.user: PromptMarkers("""[INST]""", """[/INST]"""), Roles.assistant: PromptMarkers("""""", """"""), Roles.tool: PromptMarkers("", ""), } return MessagesFormatter("", markers, False, [""]) raise ValueError(f"Unknown Mistral formatter: {name}") mistral_v1_formatter = LazyLlamaAgentValue("custom_formatter", "mistral_v1") mistral_v2_formatter = LazyLlamaAgentValue("custom_formatter", "mistral_v2") mistral_v3_tekken_formatter = LazyLlamaAgentValue("custom_formatter", "mistral_v3_tekken")