RasaGPT
pandas-ai
| RasaGPT | pandas-ai | |
|---|---|---|
| 8 | 14 | |
| 2,172 | 10,984 | |
| - | 3.2% | |
| 5.6 | 9.8 | |
| 6 months ago | 8 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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RasaGPT
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(1/2) May 2023
RasaGPT: headless LLM chatbot platform built on top of Rasa and Langchain (https://github.com/paulpierre/RasaGPT)
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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.
(Source)
- RasaGPT: First headless LLM chatbot built on top of Rasa, Langchain and FastAPI
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?
LLMChat - A Discord chatbot that supports popular LLMs for text generation and ultra-realistic voices for voice chat.
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
langchain-chatbot - AI Chatbot for analyzing/extracting information from data in conversational format.
sketch - AI code-writing assistant that understands data content
codeinterpreter-api - 👾 Open source implementation of the ChatGPT Code Interpreter
pandasql - sqldf for pandas
langchain-llm-katas - This is a an open-source project designed to help you improve your skills with AI engineering using LLMs and the langchain library
mito - The mitosheet package, trymito.io, and other public Mito code.
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.
NeMo-Guardrails - NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
oxia - Oxia - Metadata store and coordination system