HealthGPT
pandas-ai
| HealthGPT | pandas-ai | |
|---|---|---|
| 4 | 14 | |
| 1,619 | 11,140 | |
| 1.3% | 4.6% | |
| 4.5 | 9.8 | |
| about 1 month ago | 9 days ago | |
| Swift | Python | |
| MIT License | GNU General Public License v3.0 or later |
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HealthGPT
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
What are some alternatives?
h2o-llmstudio - H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
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
ChatGPT_Chatbot - An iOS application for interacting with ChatGPT without being blocked by Cloudflare.
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
kuasar - A multi-sandbox container runtime that provides cloud-native, all-scenario multiple sandbox container solutions.
sketch - AI code-writing assistant that understands data content
killport - A command-line tool to easily kill processes running on a specified port.
pandasql - sqldf for pandas
SDV - Synthetic data generation for tabular data
mito - The mitosheet package, trymito.io, and other public Mito code.
GPTEncoder - Swift BPE Encoder/Decoder for OpenAI GPT Models. A programmatic interface for tokenizing text for OpenAI ChatGPT API.
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.