vanna
research
| vanna | research | |
|---|---|---|
| 21 | 1 | |
| 7,040 | 2 | |
| 15.5% | - | |
| 9.6 | 5.1 | |
| 6 days ago | 9 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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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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🪸6 Text2SQL Tools to Write Stunning SQL for you ☄️
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
I’m trying to solve for this with my project and (at least based on what people say in Discord), it’s 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 – 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
research
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Show HN: How to use LLMs to generate accurate SQL for real-world data
https://github.com/vanna-ai/research/blob/main/notebooks/tra...
The set of larger SQL queries includes the initial static set but is brought into the prompt only if it's contextually relevant to the question. I know that's a confusing statement so let me know if that makes sense.
What are some alternatives?
divedb - This is the source repository for the DiveDB site
iot_devices - Minimal generic API and data model for an IOT device
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
cria - OpenAI compatible API for serving LLAMA-2 model
ansible-easy-vpn - An Ansible playbook that sets up a Wireguard server with ad blocking, DNS-over-HTTPS, and a WebUI with 2FA
magentic - Seamlessly integrate LLMs as Python functions
paisa - Paisa – Personal Finance Manager. https://paisa.fyi demo: https://demo.paisa.fyi
nun-db - A realtime database written in rust
openai-functools - openai-functools: Simplified Generation of OpenAI Functions JSON Metadata for OpenAI Function Calling
dropbase - Dropbase helps you build internal web apps with Python. The Dropbase self-hosted Worker securely interacts with your data within your own infra.
rosboard - ROS node that turns your robot into a web server to visualize ROS topics