pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. (by sinaptik-ai)
SDV
Synthetic data generation for tabular data (by sdv-dev)
| pandas-ai | SDV | |
|---|---|---|
| 21 | 59 | |
| 22,882 | 3,360 | |
| 2.0% | 4.1% | |
| 9.3 | 9.5 | |
| about 2 months ago | 4 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pandas-ai
Posts with mentions or reviews of pandas-ai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-02-24.
- Pandas AI
- PandaAI: Talk to Your Data, Not to Your Code!
View the Project on GitHub
- Discover the Future: Trending GitHub Projects Revolutionizing Tech 🌟
Stars: 16113 Author: sinaptik-ai Star the pandas-ai repository⭐ ---
- Using RAG to Build Your IDE Agents
In this blog, we will build a powerful IDE agent for PandasAI using Dash Agent. Then later on, we'll understand how using RAG can significantly improve LLM responses.
- PandasAI – Open-Source AI Agents for Data Analysis
- Pandas-AI: Chat with your database (SQL, CSV, Pandas, polars, MongoDB, etc.)
- PandasAI is great but is there a more general library?
- AI enhanced Pandas Python Library
- [P] Project Asking for Feedbacks, Critiques, and Everything in Between!
I started working on a project recently to familiar myself with LLM's. The project is called matplotlib_ai, and it's inspired by pandas_ai. matplotlib_ai is a package that is able to take in a natural language prompt by the user and generate graphs based on it. As of right now, it uses OpenAI's GPT-3.5 service only (so yes, it requires an API key from OpenAI), but I plan on incorporating other free LLM's too. The GitHub repo is here: https://github.com/notY0rick/matplotlib_ai.
- Trying to run prompt through pandasai and receiving index error
SDV
Posts with mentions or reviews of SDV. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-27.
- Synthetic data generation for tabular data
Can someone help me understand the licensing of this?
https://github.com/sdv-dev/SDV/blob/main/LICENSE
It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?
- SDV: NEW Data - star count:1441.0
- FLaNK Stack Weekly for 30 April 2023
- SDV: NEW Data - star count:1196.0
What are some alternatives?
When comparing pandas-ai and SDV you can also consider the following projects:
HealthGPT - Query your Apple Health data with natural language 💬 🩺
CTGAN - Conditional GAN for generating synthetic tabular data.
sketch - AI code-writing assistant that understands data content
gretel-python-client - The Gretel Python Client allows you to interact with the Gretel REST API.
pandasql - sqldf for pandas
Copulas - A library to model multivariate data using copulas.