
SuperDuperDB
Bring AI to your database





About | Details |
---|---|
Name: | SuperDuperDB |
Submited By: | Joany Hansen |
Release Date | 1 year ago |
Website | Visit Website |
Category | Software Engineering Developer Tools GitHub Development Data Database |
Build AI applications easily without needing to move your data to complex pipelines and specialized vector databases. Integrate AI and vector search directly with your database including real-time inference and model training. Just using Python!
Well done @tmhh, that is an amazing breakthrough! AI and databases can now work together seamlessly - a fantastic way to make tasks easier and more efficient. Thank you for your hard work and dedication.
11 months ago
what are the capabilities for real-time inference and model training using just Python? ๐ค
1 year ago
Congratulations on launching SuperDuperDB! It's really exciting to see AI integration become more accessible and streamlined for database management. The idea of keeping it all Python-friendly is a smart moveโeager to see how this will simplify development workflows! Have you considered any partnerships for broader platform support?
1 year ago
If you want to build AI apps fast and want to save money while building AI apps -You should pay attention to SuperDuperDB! Say for example: You can build a RAG app and make an API in like 30 minutes. You can build a chatbot and make it live in no time. See here: You can use it with anything like FastAPI and build an API with it. You can build a chat your database thing. And most importantly you don't need a vector database as well. You can use your MongoDB as your Vector Database! **This is how you can build quickly and cost-effectively without the need for a complex pipeline!** 1. *Build AI apps fast*: For example, you can create a RAG app and make a FastAPI API in just 30 minutes, or build a chatbot and make it live in no time. [Follow this notebook](<a href="https://github.com/SuperDuperDB/superduperdb/blob/main/examples/question_the_docs.ipynb" target="_blank" rel="nofollow noopener noreferrer">https://github.com/SuperDuperDB/...</a>) and follow this [FastAPI codebase](<a href="https://github.com/SuperDuperDB/chat-with-your-docs-backend" target="_blank" rel="nofollow noopener noreferrer">https://github.com/SuperDuperDB/...</a>) The beauty of SuperDuperDB is, that once you learn its APIs, you can build AI apps very very fast. Make it production-ready in no time. 2. *Integrate with existing tools*: SuperDuperDB is compatible with various ML frameworks and APIs, such as PyTorch, Sklearn, HuggingFace, and OpenAI. We have first class support for Cohere, Anthropic and OpenAI. 3. *Create custom AI applications*: You can build a chatbot, a database with AI integration, or any other AI app you can imagine. You can build a thousand things. Your imagination is your limit here. 4. *Extreme cost efficiency by efficiently managing data*: SuperDuperDB eliminates the need for data duplication and migration to different environments, simplifying data management and security. It saves you a lot of bucks. For example, to create a chatbot we didn't use an external vector database there. Which saves a lot of money for you. To get started with SuperDuperDB, you can refer to the documentation or explore [example](<a href="https://github.com/SuperDuperDB/superduperdb/tree/main/examples" target="_blank" rel="nofollow noopener noreferrer">https://github.com/SuperDuperDB/...</a>) repository for examples and tutorials.
1 year ago
I'm really impressed by the launch. ๐ซถ Congratulations to the team! The features of this package are really interesting, and of course, their purpose is to make AI and data work seamlessly! Let's GOO! ๐ค
1 year ago
Imagine SuperDuperDB as a magical elixir, transforming your database into an AI powerhouse. It's the Swiss Army knife of the AI world, compatible with big names like PyTorch and various AI interfaces, essentially turbocharging your database with an AI engine. Crafted with Python, SuperDuperDB is a gift to programmers, liberating them from the constraints of other languages and environments, and allowing for comfortable coding. It simplifies complex data migration and processes, letting you focus on creation, not management. Like an AI revolution, SuperDuperDB is more than a tool; it's a bridge linking data and AI, unlocking unprecedented possibilities. SuperDuperDB, the future is now. More than just a framework, it's a paradigm-shifting magic, connecting data and AI. Open-source, user-friendly, and powerful, it's redefining the relationship between us, data, and AI.
1 year ago
being a fan of open source, i love the whole idea. its gonna simplify lots of steps in app dev. plan for premium? congratulations
1 year ago
Hi everyone! I am Timo, co-founder of SuperDuperDB. Here are are some key information about SuperDuperDB. We are keen to hear your feedback and would greatly appreciate it if you could help us spread the word by sharing with anyone that could be interested. SuperDuperDB is an open-source framework for integrating AI directly with your existing databases, including streaming inference, scalable model training, and vector search. SuperDuperDB is not a database. It transforms your favorite database into an AI development and deployment environment (๐ฎ๐ข๐ฌ๐ช๐ฏ๐จ ๐ช๐ต ๐ด๐ถ๐ฑ๐ฆ๐ณ-๐ฅ๐ถ๐ฑ๐ฆ๐ณ). SuperDuperDB eliminates complex MLOps pipelines, specialized vector databases - and the need to migrate and duplicate data by integrating AI at the data's source, directly on top of your existing data infrastructure. This massively simplifies building and managing AI applications. Currently Supported AI: Any model from PyTorch, Sklearn, HuggingFace as well as AI APIs such as OpenAI, Anthrophic, Cohere. Todayโs release comes with the full integration of major SQL databases as well as further MongoDB support: PostgreSQL, MySQL, SQLite, DuckDB, Snowflake, BigQuery, ClickHouse, DataFusion, Druid, Impala, MSSQL, Oracle, pandas, Polars, PySpark, and Trino. ๐ฆ๐๐ฝ๐ฒ๐ฟ๐๐๐ฝ๐ฒ๐ฟ๐๐ ๐ถ๐ ๐ผ๐ฝ๐ฒ๐ป-๐๐ผ๐๐ฟ๐ฐ๐ฒ. ๐๐ฒ๐ฎ๐๐ฒ ๐ฎ ๐๐๐ฎ๐ฟ ๐ผ๐ป ๐๐ถ๐๐๐๐ฏ: <a href="https://github.com/SuperDuperDB/superduperdb" target="_blank" rel="nofollow noopener noreferrer">https://github.com/SuperDuperDB/...</a> โญ ๐ฃ ๐๐ฒ๐น๐ฝ ๐๐ ๐๐ฝ๐ฟ๐ฒ๐ฎ๐ฑ ๐๐ต๐ฒ ๐๐ผ๐ฟ๐ฑ ๐ฎ๐ป๐ฑ ๐๐ถ๐ป ๐๐๐ฎ๐ด ๐ฏ๐ ๐ฟ๐ฒ๐ฝ๐ผ๐๐๐ถ๐ป๐ด ๐๐ต๐ถ๐ ๐ฝ๐ผ๐๐ <a href="https://www.linkedin.com/posts/superduperdb_superduperdb-integrating-ai-directly-with-activity-7137754336897449984-zMbV/" target="_blank" rel="nofollow noopener noreferrer">https://www.linkedin.com/posts/s...</a> ๐ฎ๐ป๐ฑ ๐๐ฎ๐ด๐ด๐ถ๐ป๐ด ๐ฎ๐ป๐๐ผ๐ป๐ฒ ๐๐ต๐ผ ๐ฐ๐ผ๐๐น๐ฑ ๐ฏ๐ฒ ๐ถ๐ป๐๐ฒ๐ฟ๐ฒ๐๐๐ฒ๐ฑ ๐ถ๐ป ๐ฆ๐๐ฝ๐ฒ๐ฟ๐๐๐ฝ๐ฒ๐ฟ๐๐ (check the first comment for details). Check the uses cases that we have already implemented here ๐ <a href="https://docs.superduperdb.com/docs/category/use-cases" target="_blank" rel="nofollow noopener noreferrer">https://docs.superduperdb.com/do...</a> as well as apps built by the community here ๐ <a href="https://github.com/SuperDuperDB/superduper-community-apps" target="_blank" rel="nofollow noopener noreferrer">https://github.com/SuperDuperDB/...</a> and try all of them with Jupyter your browser ๐ <a href="https://demo.superduperdb.com/" target="_blank" rel="nofollow noopener noreferrer">https://demo.superduperdb.com/</a> For more information about SuperDuperDB and why we believe it is much needed, read the blog post ๐ <a href="https://docs.superduperdb.com/blog/superduperdb-the-open-source-framework-for-bringing-ai-to-your-datastore/" target="_blank" rel="nofollow noopener noreferrer">https://docs.superduperdb.com/bl...</a>
1 year ago