MindsDB
openlibrary
MindsDB | openlibrary | |
---|---|---|
78 | 409 | |
21,312 | 4,848 | |
1.5% | 1.3% | |
10.0 | 9.9 | |
6 days ago | 4 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU Affero General Public License v3.0 |
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.
MindsDB
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What’s the Difference Between Fine-tuning, Retraining, and RAG?
Check us out on GitHub.
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How to Forecast Air Temperatures with AI + IoT Sensor Data
If your data lacks uniform time intervals between consecutive entries, QuestDB offers a solution by allowing you to sample your data. After that, MindsDB facilitates creating, training, and deploying your time-series models.
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Fine-tuning a Mistral Language Model with Anyscale
MindsDB is an open-source AI platform for developers that connects AI/ML models with real-time data. It provides tools and automation to easily build and maintain personalized AI solutions.
- Vanna.ai: Chat with your SQL database
- FLaNK Weekly 08 Jan 2024
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MindsDB Docker Extension: Build ML powered apps at a much faster pace
MindsDB combines both AI and SQL functions in one; users can create, train, optimize, and deploy ML models without the need for external tools. Data analysts can create and visualize forecasts without having to navigate the complexities of ML pipelines.MindsDB is open-source and works with well-known databases like MySQL, Postgres, Redit, Snowflakes, etc.
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How Modern SQL Databases Are Changing Web Development - #4 Into the AI Era
Mindsdb is a good example. It abstracts everything related to an AI workflow as "virtual tables". For example, you can import OpenAI API as a "virtual table":
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🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑💻 🥇
Repo : https://github.com/mindsdb/mindsdb
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AI-Powered Selection of Asset Management Companies using MindsDB and LlamaIndex
MindsDB is an AI Automation platform for building AI/ML powered features and applications. It works by connecting any data source with any AI/ML model or framework and automating how real-time data flows between them. MindsDB is integrated with LlamaIndex, which makes use of its data framework for connecting custom data sources to large language models. LlamaIndex data ingestion allows you to connect to data sources like PDF’s, webpages, etc., provides data indexing and a query interface that takes input prompts from your data and provides knowledge-augmented responses, thus making it easy to Q&A over documents and webpages.
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Using Large Language Models inside your database with MindsDB
Now, imagine if you can deploy these highly trained models in your database to get insights, make predictions, understand your users, auto-generate content, and more. MindsDB makes this possible! MindsDB is an open-source AI database middleware that allows you to supercharge your databases by integrating various machine learning (ML) engines.
openlibrary
- Internet Archive: Open Library
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Ask HN: Anyone looking for contributors for their open source projects
I'd like to make a pitch for Openlibrary.org the free online library from Internet Archive that includes a fulltext search of millions of books.
I've been volunteering with them on and off for several years and it's always a lovely experience. Their backend is python and frontend mostly from python templates and some Vue for librarian stuff.
Every Tuesday they have a call on Zoom that everyone is welcome to join to share what they're working on, ask for help, and generally chat a bit. It's a great time.
Depending on what you're interested in there's a lot to do from helping build import pipelines for more book entries, writing bots to cleanup data, Performance improvements, better documenting public APIs, etc
I'm currently slowly working on a wikidata integration for their authors page. We also could use some help upgrading to Vue 3, mentors for Google summer of code would be helpful, find of ML projects needing help, moving away from old jQuery libraries, etc.
They can be quite responsive to PRs too like I blogged about here: https://blog.rayberger.org/idea-to-merged-in-less-than-30-mi...
For example, here's a small issue that could use some help on the python side: https://github.com/internetarchive/openlibrary/issues/8928
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Building an Open Source Decentralized E-Book Search Engine
OpenLibrary does provide search access to full texts. For example: https://openlibrary.org/search/inside?q=%22institutional+thi...
It is open source and they're always looking for contributors. I think they'd especially welcome help improving search!
https://github.com/internetarchive/openlibrary/
- Show HN: Mutable.ai – Turn your codebase into a Wiki
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MLIS books available digitally?
Check out https://openlibrary.org. You can search ´library science’, librarian’, etc, and something should come up. Just select the ‘ebooks’ option to search for items within the collection. And you can narrow the search by subject, etc.
- HMF a “legal” website to download books
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NaNoWriMo: National Novel Writing Month
Right now I'm in the middle of the chicken and the egg problem where we don't have enough authors cataloging their publications and b/c of that obviously readers are not interested in using the site.
I've gone back and forth with taking Open Libray's [0] catalog as that would at least flesh out our collection of books but then I'd have to deal with verifying authors to accounts so they can access their books. Which sounds like a major headache and also just defeats the concept of building a community.
Since this is really a weekend project, I'm just going to keep building the tools out to perfection and hope people will trickle in over time.
Luckily for me I just want to write, so the tools I'm building are exactly what works for my writing goals and I think overtime others will find the same value.
[0] https://openlibrary.org
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is there any way to read books for free?
Here's one: https://openlibrary.org/
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YSK: You can access many old and out of print hiking books from the Internet Archive's Open Library
The Internet Archive runs what they call the Open Library, which is a unique concept on the traditional library. You can sign-up with minimal details and digitally check out many scanned books from libraries all over the world. The only caveat is that almost all of the books are older editions - ones that would be impossible to find locally. It's great if you're looking for old routes, a look back in time, details about obscure areas, or just prefer to read a book rather than browse AllTrails. Please do still support local authors whenever you can as guidebooks take hundreds of hours to create and are slowly going extinct.
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🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑💻 🥇
Repo : https://github.com/internetarchive/openlibrary
What are some alternatives?
tensorflow - An Open Source Machine Learning Framework for Everyone
DeDRM_tools - DeDRM tools for ebooks
H2O - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
calibre - The official source code repository for the calibre ebook manager
postgresml - The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
bypass-paywalls-chrome - Bypass Paywalls web browser extension for Chrome and Firefox.
CapRover - Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids
launcher - Launcher for Flashpoint Archive
scikit-learn - scikit-learn: machine learning in Python
ArchiveBox - 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
lightwood - Lightwood is Legos for Machine Learning.
web - The source code for the Standard Ebooks website.