vanna
magentic
vanna | magentic | |
---|---|---|
21 | 11 | |
7,040 | 1,639 | |
15.5% | - | |
9.6 | 9.3 | |
5 days ago | 7 days ago | |
Python | Python | |
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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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
magentic
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Building a local AI smart Home Assistant
See Magentic for something similar: https://github.com/jackmpcollins/magentic
- GitHub - jackmpcollins/magentic: Seamlessly integrate LLMs as Python functions
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Show HN: Magentic β Use LLMs as simple Python functions
Update: I've added the ability to add chat messages using a new decorator `@chatprompt` in v0.7.0. See https://github.com/jackmpcollins/magentic/releases/tag/v0.7....
What are some alternatives?
divedb - This is the source repository for the DiveDB site
cria - OpenAI compatible API for serving LLAMA-2 model
iot_devices - Minimal generic API and data model for an IOT device
openplugin - Seamlessly integrate with OpenAI's ChatGPT plugins via API (or client), offering the same powerful functionality as the ChatGPT api + plugins!
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
marvin - β¨ Build AI interfaces that spark joy
outlines - Structured Text Generation
ansible-easy-vpn - An Ansible playbook that sets up a Wireguard server with ad blocking, DNS-over-HTTPS, and a WebUI with 2FA
openai-multi-client - Making your requests to the OpenAI API go fast!
paisa - Paisa β Personal Finance Manager. https://paisa.fyi demo: https://demo.paisa.fyi
funcchain - βοΈ build cognitive systems, pythonic