Natural Language Query Engine for Pandas
AskEdith is a data analytics question-answering system that can help you speed up your data analytics workflows. AskEdith converts your natural language questions into SQL queries that are used to return a computed DataFrame.
How It Works
- ETL / Ingress - AskEdith ingresses data and parses schema and metadata.
- Semantic Search to relate relevant sections of data to the question.
- NLP Language Model to convert natural language to SQL.
- Execute on input DataFrame and return results.
Installation
pip install askedith
Usage
import pandas as pd
import askedith
# Load Avocados Data (https://figshare.com/articles/dataset/avocado_csv/17696882)
df = pd.read_csv("https://figshare.com/ndownloader/files/35259799")
# Use AskEdith
df = df.askedith.ask("What's the average price for organic avocados?")
print(df)
Examples
1 maintainer
Metadata
1 maintainer
Release files for askedith 0.31.2
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Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| askedith-0.31.2-py3-none-any.whl | Python 3 | none | any | Details for askedith-0.31.2-py3-none-any.whl |
Release files / askedith-0.31.2-py3-none-any.whl
| Download URL | askedith-0.31.2-py3-none-any.whl |
|---|---|
| Size | 7.3 kB |
| Tags | Python 3 |
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twine/5.0.0 CPython/3.8.19
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Security for askedith 0.31.2
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