😎 Cocoon organizes your data warehouse using LLM agents, preparing it for analysis. Specifically, Cocoon helps you with data cleaning, data integration, and data modeling.
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📚 We currently help you profile, clean and standardize your tables. Learn more about current features
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👉 Check out the Youtube demo. Need support? Email: [email protected]
👉 Try this Google Collab Notebook
Cocoon is available on PyPI:
pip install cocoon_dataTo get started, you need to connect to
- LLMs (e.g., GPT-4, Claude-3, Gemini-Ultra...)
- Data Warehouses (e.g., Snowflake, Duckdb...)
from cocoon_data import *
# if you use Open AI, please ensure GPT-4 is available
openai.api_key = 'xycabc'
# if you use Snowflake
con = snowflake.connector.connect(...)
query_widget, cocoon_workflow = create_cocoon_workflow(con)
# a helper widget to query your data warehouse
query_widget.display()
# the main panel to interact with Cocoon
cocoon_workflow.start_workflow()🎉 You shall see the following on a notebook:
