mem0/embedchain/apps/PersonApp.py

from string import Template

from embedchain.apps.App import App
from embedchain.apps.open_source_app import OpenSourceApp
from embedchain.config import BaseLlmConfig
from embedchain.config.apps.base_app_config import BaseAppConfig
from embedchain.config.llm.base_llm_config import (DEFAULT_PROMPT,
                                                   DEFAULT_PROMPT_WITH_HISTORY)
from embedchain.helper.json_serializable import register_deserializable


@register_deserializable
class EmbedChainPersonApp:
    """
    Base class to create a person bot.
    This bot behaves and speaks like a person.

    :param person: name of the person, better if its a well known person.
    :param config: BaseAppConfig instance to load as configuration.
    """

    def __init__(self, person: str, config: BaseAppConfig = None):
        """Initialize a new person app

        :param person: Name of the person that's imitated.
        :type person: str
        :param config: Configuration class instance, defaults to None
        :type config: BaseAppConfig, optional
        """
        self.person = person
        self.person_prompt = f"You are {person}. Whatever you say, you will always say in {person} style."  # noqa:E501
        super().__init__(config)

    def add_person_template_to_config(self, default_prompt: str, config: BaseLlmConfig = None):
        """
        This method checks if the config object contains a prompt template
        if yes it adds the person prompt to it and return the updated config
        else it creates a config object with the default prompt added to the person prompt

        :param default_prompt:  it is the default prompt for query or chat methods
        :type default_prompt: str
        :param config: _description_, defaults to None
        :type config: BaseLlmConfig, optional
        :return: The `ChatConfig` instance to use as configuration options.
        :rtype: _type_
        """
        template = Template(self.person_prompt + " " + default_prompt)

        if config:
            if config.template:
                # Add person prompt to custom user template
                config.template = Template(self.person_prompt + " " + config.template.template)
            else:
                # If no user template is present, use person prompt with the default template
                config.template = template
        else:
            # if no config is present at all, initialize the config with person prompt and default template
            config = BaseLlmConfig(
                template=template,
            )

        return config


@register_deserializable
class PersonApp(EmbedChainPersonApp, App):
    """
    The Person app.
    Extends functionality from EmbedChainPersonApp and App
    """

    def query(self, input_query, config: BaseLlmConfig = None, dry_run=False):
        config = self.add_person_template_to_config(DEFAULT_PROMPT, config, where=None)
        return super().query(input_query, config, dry_run, where=None)

    def chat(self, input_query, config: BaseLlmConfig = None, dry_run=False, where=None):
        config = self.add_person_template_to_config(DEFAULT_PROMPT_WITH_HISTORY, config)
        return super().chat(input_query, config, dry_run, where)


@register_deserializable
class PersonOpenSourceApp(EmbedChainPersonApp, OpenSourceApp):
    """
    The Person app.
    Extends functionality from EmbedChainPersonApp and OpenSourceApp
    """

    def query(self, input_query, config: BaseLlmConfig = None, dry_run=False):
        config = self.add_person_template_to_config(DEFAULT_PROMPT, config)
        return super().query(input_query, config, dry_run)

    def chat(self, input_query, config: BaseLlmConfig = None, dry_run=False):
        config = self.add_person_template_to_config(DEFAULT_PROMPT_WITH_HISTORY, config)
        return super().chat(input_query, config, dry_run)