vanna
Awesome-Text2SQL
| vanna | Awesome-Text2SQL | |
|---|---|---|
| 21 | 4 | |
| 7,040 | 1,060 | |
| 15.5% | 18.6% | |
| 9.6 | 8.1 | |
| 5 days ago | 8 days ago | |
| Python | ||
| MIT License | MIT License |
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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.
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
Awesome-Text2SQL
- FLaNK Stack Weekly 12 February 2024
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🪸6 Text2SQL Tools to Write Stunning SQL for you ☄️
Awesome Text2SQL is a suite of curated tutorials and resources for LLMs, Text2SQL, Text2DSL, Text2API, Text2Vis and more. Most of the models are LLM+Text2SQL, and for each model, there are links for papers, code, dataset. If you want to dive deep into Text2SQL, take a look.
- Awesome-Text2SQL：Curated tutorials and resources for LLM, Text2SQL, and more
What are some alternatives?
divedb - This is the source repository for the DiveDB site
DB-GPT-Hub - A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
iot_devices - Minimal generic API and data model for an IOT device
Awesome-AIGC-Tutorials - Curated tutorials and resources for Large Language Models, AI Painting, and more.
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
ml-surveys - 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
cria - OpenAI compatible API for serving LLAMA-2 model
awesome-refreshing-llms - EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
ansible-easy-vpn - An Ansible playbook that sets up a Wireguard server with ad blocking, DNS-over-HTTPS, and a WebUI with 2FA
LLM-Agent-Paper-List - The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
magentic - Seamlessly integrate LLMs as Python functions
awesome-llm - Awesome series for Large Language Model(LLM)s