RAG-Chatbot / chunker.py
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class Chunker:
def __init__(self, chunk_size=500, overlap=100):
self.chunk_size = chunk_size
self.overlap = overlap
def chunker(self, text):
if self.overlap >= self.chunk_size:
raise ValueError("Overlap must be smaller than chunk size.")
chunks = []
start = 0
text_size = len(text)
while start < text_size:
end = start + self.chunk_size
if end < text_size:
last_space = text.rfind(' ', start, end)
if last_space != -1:
end = last_space
chunk = text[start:end].strip()
if chunk:
chunks.append(chunk)
start = end - self.overlap
return chunks