sql_to_ibis
CodexDB
sql_to_ibis | CodexDB | |
---|---|---|
1 | 3 | |
50 | 99 | |
- | - | |
0.0 | 6.6 | |
6 months ago | 3 months ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
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sql_to_ibis
CodexDB
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CodexDB: SQL Processing Powered by GPT-3 Codex
I'm currently working on CodexDB (see here), a system that generates Python code for processing SQL queries. Users submit natural language instructions to customize generated code (e.g., selecting frameworks like pandas or inserting custom print statements).
- DataSloth - Query Pandas using natural language, powered by GPT-3
- CodexDB generates code for SQL query processing via OpenAI's GPT-3 Codex model
What are some alternatives?
dbt-databricks - A dbt adapter for Databricks.
materialize-tutorials - Materialize is a streaming database for real-time analytics. This is a collection of Materialize demos and tutorials.
dataframe_sql - A Python package that parses SQL and interprets it as methods that act upon existing pandas (or other types of) DataFrames that have been declared and registered
Bayeslite - BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
framequery - SQL on dataframes - pandas and dask
ormar - python async orm with fastapi in mind and pydantic validation
vdsql - VisiData interface for databases
datasloth - Natural language Pandas queries and data generation powered by GPT-3
riptable - 64bit multithreaded python data analytics tools for numpy arrays and datasets
SQLoad - A Discord bot made for assisting on the concepts of Datamodelling and Databases using OpenAI and Python
sandals - SQL for Pandas