Diff of /utils/prompter.py [000000] .. [4abb48]

Switch to unified view

a b/utils/prompter.py
1
"""
2
A dedicated helper to manage templates and prompt building.
3
"""
4
5
import json
6
import os.path as osp
7
from typing import Union
8
9
10
class Prompter(object):
11
    __slots__ = ("template", "_verbose")
12
13
    def __init__(self, template_name: str = "", verbose: bool = False):
14
        self._verbose = verbose
15
        if not template_name:
16
            # Enforce the default here, so the constructor can be called with '' and will not break.
17
            template_name = "alpaca"
18
        file_name = osp.join("data", "templates", f"{template_name}.json")
19
        if not osp.exists(file_name):
20
            raise ValueError(f"Can't read {file_name}")
21
        with open(file_name) as fp:
22
            self.template = json.load(fp)
23
        if self._verbose:
24
            print(
25
                f"Using prompt template {template_name}: {self.template['description']}"
26
            )
27
28
    def generate_prompt(
29
        self,
30
        instruction: str,
31
        input: Union[None, str] = None,
32
        label: Union[None, str] = None,
33
    ) -> str:
34
        # returns the full prompt from instruction and optional input
35
        # if a label (=response, =output) is provided, it's also appended.
36
        if input:
37
            res = self.template["prompt_input"].format(
38
                instruction=instruction, input=input
39
            )
40
        else:
41
            res = self.template["prompt_no_input"].format(
42
                instruction=instruction
43
            )
44
        if label:
45
            res = f"{res}{label}"
46
        if self._verbose:
47
            print(res)
48
        return res
49
50
    def get_response(self, output: str) -> str:
51
        return output.split(self.template["response_split"])[-1].strip() #-1 to allow for multi-turn prompts