Chatbot-Documents / src /chunking.py
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Initial RAG document chatbot deployment
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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