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| from typing import List | |
| import tiktoken | |
| from src.config import TOKEN_ENCODING, CHUNK_TOKENS, CHUNK_OVERLAP | |
| _enc = tiktoken.get_encoding(TOKEN_ENCODING) | |
| def chunk_text(text: str, chunk_tokens: int = CHUNK_TOKENS, overlap_tokens: int = CHUNK_OVERLAP) -> List[str]: | |
| tokens = _enc.encode(text) | |
| chunks = [] | |
| start = 0 | |
| while start < len(tokens): | |
| end = min(start + chunk_tokens, len(tokens)) | |
| chunk = _enc.decode(tokens[start:end]).strip() | |
| if chunk: | |
| chunks.append(chunk) | |
| start = end - overlap_tokens | |
| if start < 0: | |
| start = 0 | |
| if end == len(tokens): | |
| break | |
| return chunks | |