agentic-chunker

AGENTIC CHUNKER

Installation

pip install agentic-chunker

Usage

from agentic_chunker import AgenticChunker
import markdown
import os

file_path = "test_files/pronoun_dep.md"
api_key = os.environ.get('OPENAI_APIKEY')
with open(file_path, 'r', encoding='utf-8') as f:
    md_content = f.read()
text = markdown.markdown(md_content)
chunker = AgenticChunker(api_key=api_key, model="gpt-4o-mini")
chunks = chunker.agentic_chunking(text, '.')

from agentic_chunker import AgenticChunker
from langchain.text_splitter import CharacterTextSplitter
import markdown
import os

file_path = "test_files/pronoun_dep.md"
api_key = os.environ.get('OPENAI_APIKEY')
with open(file_path, 'r', encoding='utf-8') as f:
    md_content = f.read()

text = markdown.markdown(md_content)
chunker = AgenticChunker(api_key=api_key, model="gpt-4o-mini")
text_splitter = CharacterTextSplitter(
    separator="\n",
    chunk_size=100,
    chunk_overlap=20
)
chunks = text_splitter.create_documents([text])

new_chunks = chunker.rechunk_langchain_chunks(chunks)

Dependencies

• openai

Contributing

Contributions to AgenticChunker are welcome! Please make sure to follow the code style and conventions used in the project. If you have any suggestions or improvements, feel free to open an issue or submit a pull request.

License

This project is licensed under the GPL-3.0 License.