vanna
nicegui
vanna | nicegui | |
---|---|---|
21 | 179 | |
7,040 | 7,585 | |
15.5% | 7.2% | |
9.6 | 9.9 | |
5 days ago | about 14 hours ago | |
Python | Python | |
MIT License | MIT License |
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.
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vanna
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Database Education Needs Moderization
vanna-ai is a pretty cool project that combines AI with database knowledge. SQLAI seems to be a small German company which specializes in this area. I will start exploring these in my free time.
- Vanna
- FLaNK Stack Weekly 12 February 2024
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πͺΈ6 Text2SQL Tools to Write Stunning SQL for you βοΈ
Vanna is a Python framework that allows the training of an RAG model with queries, DDL, and documentation from a database.
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An open source DuckDB text to SQL LLM
Iβm trying to solve for this with my project and (at least based on what people say in Discord), itβs working really well for them:
https://github.com/vanna-ai/vanna
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Vanna.ai: Chat with your SQL database
This is a good idea. I think what you'd want to do is override the generate_sql function and store the question with the "related" metadata and the generated sql somewhere:
https://github.com/vanna-ai/vanna/blob/main/src/vanna/base/b...
We're going to be adding a generic logging function soon and fairly soon what you're talking about could just be a custom logger.
- Show HN: Python package for generating accurate SQL via LLMs using RAG
- Are there any open source projects that need contributors?
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Weekly Self-Promotional Mega Thread 11, 04.12.2023 - 11.12.2023
Website: https://vanna.ai
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Show HN: Dropbase β Build internal web apps with just Python
Oh man, I would love to compare notes.
I pivoted in the reverse direction from:
https://github.com/pycob/pyvibe
To
https://github.com/vanna-ai/vanna
nicegui
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FastUI: Build Better UIs Faster
I was looking at this space and nicegui seemed like the best ootb experience.
https://nicegui.io/
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Show HN: Hyperdiv β Reactive, immediate-mode web UI framework for Python
Dash is similar in spirit, as a "build web UIs with Python" framework. Dash seems more similar to nicegui (https://nicegui.io) architecturally than to Hyperdiv. Like nicegui, it builds a static dom that is then mutated via callbacks or data bindings.
By contrast, Hyperdiv lays out UI declaratively based on state, and when state changes, the app re-runs, generating an updated UI. Streamlit and Hyperdiv seem to work similarly, though I'm not sure how Streamlit handles state and state-based layout.
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PysimpleGUI
For native GUI, DearPyGui[0] as modern as you can.
For browser web-based GUI, you can use nicegui[1]
[0] -- https://github.com/hoffstadt/DearPyGui
[1] -- https://github.com/zauberzeug/nicegui
- Python GUI libraries recommendations?
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Learning building webpages and websites in Python
I want to bring to attention a set of frameworks that make webdevelopment using Python simple and fun. The popular opinion maybe that webpages developed with Python maybe slow. But this is not the case. Do checkout https://github.com/ofjustpy/ofjustpy/, https://github.com/zauberzeug/nicegui/ and https://github.com/justpy-org/justpy . All these frameworks are build on top of Starlette and make web development really easy. If you want simple and ready to use the nicegui is the choice. If you want fast, scalable, and more control then give ofjustpy a try.
- Updating the progress in UI from run.cpu_bound method
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Moving from Streamlit to Nicegui
Yes, NiceGUI aims for a very gentle learning curve. Coming from Streamlit I suspect your main adaptation will be that in NiceGUI you need to write valid Python code. Streamlit constantly reevaluates your script which feels nice and easy but creates lots of problems down the road. See https://github.com/zauberzeug/nicegui/discussions/21.
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Show HN: Dropbase β Build internal web apps with just Python
Auth is a big limitation. It's not a built-in component, they have [an example](https://github.com/zauberzeug/nicegui/blob/main/examples/aut...) using the FastAPI layer for auth, but I haven't had time the time to try implementing it. It's definitely not something you get out of the box with NiceGUI.
For scaling, I am viewing it mostly as an internal tool builder. I wouldn't recommend it for external applications. So as far as scaling an internal app I think it works fine. [Their website](https://nicegui.io) is built with NiceGUI, and it works fine, but you can feel the lag occasionally on some of their larger demo pages.
- *FOLDER* picker, not file picker?
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Didn't want to click on refresh to see updates, this is what I did!
Well, I was at PyCon Ireland last weekend and I missed the NiceGUI talk. I hear postive things about it and anything shiney and anything frontend-related always catches my attention (although I admit talking to a friend when I missed this talk was just as fun, and it was worth it).
What are some alternatives?
divedb - This is the source repository for the DiveDB site
reflex - πΈοΈ Web apps in pure Python π
iot_devices - Minimal generic API and data model for an IOT device
streamlit - Streamlit β A faster way to build and share data apps.
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
flet - Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
cria - OpenAI compatible API for serving LLAMA-2 model
remi - Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.
ansible-easy-vpn - An Ansible playbook that sets up a Wireguard server with ad blocking, DNS-over-HTTPS, and a WebUI with 2FA
dash - Data Apps & Dashboards for Python. No JavaScript Required.
magentic - Seamlessly integrate LLMs as Python functions
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production