vanna
clearml
| vanna | clearml | |
|---|---|---|
| 21 | 20 | |
| 7,040 | 5,279 | |
| 15.5% | 2.1% | |
| 9.6 | 7.7 | |
| 6 days ago | 6 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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.
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
clearml
- FLaNK Stack Weekly 12 February 2024
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clearml VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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cascade alternatives - clearml and MLflow
3 projects | 1 Nov 2023
- Is there any workflow orchestrator that is Hydra friendly ?
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Show HN: Open-source infra for data scientists
It looks like Magniv is targeting Python in general. This is similar to ClearML. What are the differentiating points to Magniv compared to similar products?
It seems like the product also integrates with SCM systems. Are you using gitea and then containers to push code and data to execution like CodeOcean?
https://github.com/allegroai/clearml
https://codeocean.com/
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[D] Drop your best open source Deep learning related Project
Hi there. ClearML is our open-source solution which is part of the PyTorch ecosystem. We would really appreciate it if you read our README and starred us if you like what you see!
- Start with powerful experiment management and scale into full MLOps with only 2 lines of code.
- Everything you need to log, share, and version experiments, orchestrate pipelines, and scale within one open-source MLOps solution.
- Start with powerful experiment management and scale into full MLOps with only 2 lines of code
What are some alternatives?
divedb - This is the source repository for the DiveDB site
MLflow - Open source platform for the machine learning lifecycle
iot_devices - Minimal generic API and data model for an IOT device
BentoML - The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
pls - `pls` is a prettier and powerful `ls(1)` for the pros.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
cria - OpenAI compatible API for serving LLAMA-2 model
kedro-great - The easiest way to integrate Kedro and Great Expectations
ansible-easy-vpn - An Ansible playbook that sets up a Wireguard server with ad blocking, DNS-over-HTTPS, and a WebUI with 2FA
streamlit - Streamlit — A faster way to build and share data apps.
magentic - Seamlessly integrate LLMs as Python functions
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️