📙 Customize Memory Methods

By utilizing the newly customized memory operations and the existing ones, research can formulate their methods with various combinations in final. Here is an example:

......

class MyMemory(ExplicitMemory):
    def __init__(self, config) -> None:
        super().__init__(config)

        self.storage = LinearStorage(self.config.args.storage)
        self.insight = {'global_insight': '[None]'}

        self.recall_op = MyMemoryRecall(
            self.config.args.recall,
            storage = self.storage,
            insight = self.insight
        )
        self.store_op = MyMemoryStore(
            self.config.args.store,
            storage = self.storage,
            text_retrieval = self.recall_op.text_retrieval,
            bias_retrieval = self.recall_op.bias_retrieval
        )
        self.optimize_op = RFOptimize(self.config.args.optimize, insight = self.insight)

        self.auto_display = ScreenDisplay(self.config.args.display, register_dict = {
            'Memory Storage': self.storage,
            'Insight': self.insight
        })

    def reset(self):
        self.__reset_objects__([self.storage, self.store_op, self.recall_op])
        self.insight = {'global_insight': '[None]'}

    def store(self, observation) -> None:
        self.store_op(observation)

    def recall(self, observation) -> object:
        return self.recall_op(observation)

    ......

The full example can be found in run_custom_samples.py.