pandas-ai
oxia
| pandas-ai | oxia | |
|---|---|---|
| 14 | 4 | |
| 11,051 | 190 | |
| 3.8% | 2.1% | |
| 9.8 | 8.6 | |
| 6 days ago | 13 days ago | |
| Python | Go | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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
- PandasAI is great but is there a more general library?
- AI enhanced Pandas Python Library
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[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
- Pandas AI?
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How do I get Local LLM to analyze an whole excel or CSV?
you could use this https://github.com/gventuri/pandas-ai
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Pandas AI – The Future of Data Analysis
The medium article is ok, if blocked at times. This is just a summary, not by the package author.
You can jump to the code at https://github.com/gventuri/pandas-ai to see more of what it's trying to do.
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AI Weekly rundown (May 7- May 13, 2023): OpenAI's Shap·E, Multimodal GPT, Anthropic's constitutional AI and a lot more.
Pandas gets an AI-powered upgrade. (Link)
- Pandas AI: make data conversational
- PandasAI: Query DataFrames Using LLMs
oxia
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ClickHouse Keeper: A ZooKeeper alternative written in C++
TBH, I don't think so.
I mean, I have worked and, and been guilty of tooling driven development (RiiR anyone?) .
But, also, in a comment below Alexey shares many of the reasons other than language. I think Oxia does a good job of sharing their approach in - https://github.com/streamnative/oxia/blob/main/docs/design-g...
(Alexey's comment, FYI, https://news.ycombinator.com/item?id=37677324)
- FLaNK Stack Weekly for 30 April 2023
What are some alternatives?
RasaGPT - 💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
zetcd - Serve the Apache Zookeeper API but back it with an etcd cluster
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
killport - A command-line tool to easily kill processes running on a specified port.
sketch - AI code-writing assistant that understands data content
pandasql - sqldf for pandas
adoptium
mito - The mitosheet package, trymito.io, and other public Mito code.
kuasar - A multi-sandbox container runtime that provides cloud-native, all-scenario multiple sandbox container solutions.
PromptQueries - An open-source C# library for generating LINQ queries using natural language prompts. Uses OpenAI API for language processing. Supports IQueryable data sources. Prevents SQL injection attacks. Simple and easy-to-use API.
h2o-llmstudio - H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/