pygwalker
ai
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pygwalker | ai | |
---|---|---|
22 | 17 | |
9,759 | 7,726 | |
8.4% | 23.1% | |
9.6 | 9.8 | |
12 days ago | 2 days ago | |
Python | TypeScript | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
pygwalker
- Show HN: Use an "eraser" to clean data on flight without breaking your workflow
- Show HN: Data Painter – different way to interact with data in Jupyter notebook
- PyGWalker: a Python library for data engineer that turns your dataframe into tableau-like data app.
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Top 10 growing data visualization libraries in Python in 2023
The most popular data visualization python library in 2023. It turns your dataframe into an interactive data exploration app like tableau/powerBI with one line of code. It provides simple drag-and-drop/chat interface for you to build charts. It can run in juypter notebook, which means you do not need to switch between your code and the visualization app. Besides, you can also build interactive spitial visualization on maps with it. And it also has Javascript and R version.
- Boost pygwalker's speed for visual analysis with duckDB
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Turn your data frame into a tableau-style interactive visualization interface in R
GWalkR is the R binding of Graphic-Walker, if you want to use it in python, check the python version: PyGWalker: https://github.com/Kanaries/pygwalker
- FLaNK Stack Weekly on 26 June 2023
- A blocky based CAD program
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Show HN: RATH – Open-Source Copilot and Autopilot for Data Analysis
+ Graphic Walker (https://github.com/Kanaries/graphic-walker): A lite embeddable component for visual analysis.
+ PyGWalker (https://github.com/Kanaries/pygwalker): turning your pandas dataframe into a Tableau-style User Interface for visual exploration.
RATH is a collection of interesting ideas that we think the next generation of data analysis software should be, so there might be many features that not well organized to be a united app. Tell me which feature you prefer and which is not. Looking forward for your ideas and advice.
- Converting a huge CSV file into a custom made table
ai
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Building a SQL Expert Bot: A Step-by-Step Guide with Vercel AI SDK and OpenAI API
The Vercel AI SDK is built for OpenAI APIs and includes a range of tools for utilizing OpenAI APIs.
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AI SDK 3.0: Stream React Components from LLMs to deliver richer user experiences
The AI is calling a function (https://platform.openai.com/docs/guides/function-calling) that is mapped to developer-controlled logic. The easiest thing to do is render specific UIs for every function call, but you can render however you'd like.
We kept the code snippets in the blog post brief, but you can see the full code for the demo here: https://github.com/vercel/ai/tree/main/examples/next-ai-rsc
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Create Your Own Local Chatbot with Next.js, Ollama, and ModelFusion
In this blog post, we'll build a Next.js chatbot that runs on your computer. We'll use Ollama to serve the OpenHermes 2.5 Mistral LLM (large language model) locally, the Vercel AI SDK to handle stream forwarding and rendering, and ModelFusion to integrate Ollama with the Vercel AI SDK. The chatbot will be able to generate responses to user messages in real-time.
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Best way to expand the Next-Langchain starter?
I recently set up the Next-Langchain-starter from Vercel, and it is phenomenal: Easy to setup, easy to modify. So far I've only done a few modifications:
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Fine-Tuning Vercel AI SDK
Vercel AI SDK Playground Documentation
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[P] MLOps for Vercel OpenAI chatbot infrastructure
I used infrastructure as code (IaC) to provision and deploy Vercel's next-openai example. IaC is useful because it applies the same rigor of application code development to infrastructure provisioning. Instead of manual point and click in a cloud console which can be unrepeatable or error-prone, you just store and change all infrastructure configurations as code in source control .
- The Vercel AI SDK: Build Streaming AI Apps with React, Svelte, Solid, and Vue
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How to build and deploy an AI Chatbot like ChatGPT without a credit card
You can use LLM providers other than hugging face such as Anthropic, Langchain adn OpenAI as well. Follow this doc to change the route handler(/api/chat/route.ts) and refer to the section of your chosen LLM provider.
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The New Vercel AI SDK: Your Own Chatbot in a Flash
**References: If you got stuck anywhere feel free to reach out. The Vercel documentation is excellent and the Github repo is also easily clonable if you don't have time to code from the start and just want to get stuck in customising.
- FLaNK Stack Weekly on 26 June 2023
What are some alternatives?
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
ai-chatbot - A full-featured, hackable Next.js AI chatbot built by Vercel
Rath - Next generation of automated data exploratory analysis and visualization platform.
try - Inspect a command's effects before modifying your live system
graphic-walker - An open source alternative to Tableau. Embeddable visual analytic
nitro - Next Generation Server Toolkit. Create web servers with everything you need and deploy them wherever you prefer.
RasgoQL - Write python locally, execute SQL in your data warehouse
stream-processing-with-apache-flink
devpod - Codespaces but open-source, client-only and unopinionated: Works with any IDE and lets you use any cloud, kubernetes or just localhost docker.
Mailpit - An email and SMTP testing tool with API for developers
pyecharts - 🎨 Python Echarts Plotting Library
linearmouse - The mouse and trackpad utility for Mac.