diff options
Diffstat (limited to 'continuedev/src/continuedev/libs/llm/prompt_utils.py')
-rw-r--r-- | continuedev/src/continuedev/libs/llm/prompt_utils.py | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/continuedev/src/continuedev/libs/llm/prompt_utils.py b/continuedev/src/continuedev/libs/llm/prompt_utils.py new file mode 100644 index 00000000..51b64732 --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/prompt_utils.py @@ -0,0 +1,71 @@ +from typing import Dict, List, Union +from ...models.filesystem import RangeInFileWithContents +from ...models.filesystem_edit import FileEdit + + +class MarkdownStyleEncoderDecoder: + # Filename -> the part of the file you care about + range_in_files: List[RangeInFileWithContents] + + def __init__(self, range_in_files: List[RangeInFileWithContents]): + self.range_in_files = range_in_files + + def encode(self) -> str: + return "\n\n".join([ + f"File ({rif.filepath})\n```\n{rif.contents}\n```" + for rif in self.range_in_files + ]) + + def _suggestions_to_file_edits(self, suggestions: Dict[str, str]) -> List[FileEdit]: + file_edits: List[FileEdit] = [] + for suggestion_filepath, suggestion in suggestions.items(): + matching_rifs = list( + filter(lambda r: r.filepath == suggestion_filepath, self.range_in_files)) + if (len(matching_rifs) > 0): + range_in_file = matching_rifs[0] + file_edits.append(FileEdit( + range=range_in_file.range, + filepath=range_in_file.filepath, + replacement=suggestion + )) + + return file_edits + + def _decode_to_suggestions(self, completion: str) -> Dict[str, str]: + if len(self.range_in_files) == 0: + return {} + + if not '```' in completion: + completion = "```\n" + completion + "\n```" + if completion.strip().splitlines()[0].strip() == '```': + first_filepath = self.range_in_files[0].filepath + completion = f"File ({first_filepath})\n" + completion + + suggestions: Dict[str, str] = {} + current_file_lines: List[str] = [] + current_filepath: Union[str, None] = None + last_was_file = False + inside_file = False + for line in completion.splitlines(): + if line.strip().startswith("File ("): + last_was_file = True + current_filepath = line.strip()[6:-1] + elif last_was_file and line.startswith("```"): + last_was_file = False + inside_file = True + elif inside_file: + if line.startswith("```"): + inside_file = False + suggestions[current_filepath] = "\n".join( + current_file_lines) + current_file_lines = [] + current_filepath = None + else: + current_file_lines.append(line) + + return suggestions + + def decode(self, completion: str) -> List[FileEdit]: + suggestions = self._decode_to_suggestions(completion) + file_edits = self._suggestions_to_file_edits(suggestions) + return file_edits |