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Chunking

Defined in the chunking module.
AI Agent A unified class for text chunking with various chunking strategies.

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Constructor

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chunker_type
str
default:"'token'"
No description available.
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chunk_size
int
default:"512"
No description available.
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chunk_overlap
int
default:"128"
No description available.
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tokenizer_or_token_counter
str
default:"'gpt2'"
No description available.
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embedding_model
Optional
No description available.

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Methods

SUPPORTED_CHUNKERS()

Lazy load chunker classes.

embedding_model()

Lazy load the embedding model.

chunker()

Lazy load the chunker instance.

chunk()

Chunk text using the configured chunking strategy.

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Source

View on GitHub

praisonaiagents/knowledge/chunking.py at line 5