chroma
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chroma | web | |
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32 | 331 | |
12,189 | 224 | |
8.5% | 1.3% | |
9.7 | 9.6 | |
5 days ago | 3 days ago | |
Python | PHP | |
Apache License 2.0 | Creative Commons Zero v1.0 Universal |
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.
chroma
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Let’s build AI-tools with the help of AI and Typescript!
Package installer for Python (pip), we use this for installing the Python-based packages, such as Jupyter Lab, and we're going to use this for installing other Python-based tools like the Chroma DB vector database
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Mixtral 8x22B
Optional: You can use SillyTavern[1] for a more "rich" chat experience
The above lets me chat, at least superficially, with my friend. It's nice for simple interactions and banter; I've found it to be a positive and reflective experience.
0. https://www.trychroma.com/
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7 Vector Databases Every Developer Should Know!
Chroma DB is a newer entrant in the vector database arena, designed specifically for handling high-dimensional color vectors. It's particularly useful for applications in digital media, e-commerce, and content discovery, where color similarity plays a crucial role in search and recommendation algorithms.
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AI Grant Traction in OSS Startups
View on GitHub
- Qdrant, the Vector Search Database, raised $28M in a Series A round
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Vector Databases: A Technical Primer [pdf]
For Python I believe Chroma [1] can be used embedded.
For Go I recently started building chromem-go, inspired by the Chroma interface: https://github.com/philippgille/chromem-go
It's neither advanced nor for scale yet, but the RAG demo works.
[1] https://github.com/chroma-core/chroma
- Chroma – the open-source embedding database
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Show HN: Embeddings Solution for Personal Journal
The formatting is a bit off.
The web app is here: https://jumblejournal.org
The DB used is here: https://www.trychroma.com/
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SQLite vs. Chroma: A Comparative Analysis for Managing Vector Embeddings
Whether you’re navigating through well-known options like SQLite, enriched with the sqlite-vss extension, or exploring other avenues like Chroma, an open-source vector database, selecting the right tool is paramount. This article compares these two choices, guiding you through the pros and cons of each, helping you choose the right tool for storing and querying vector embeddings for your project.
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How to use Chroma to store and query vector embeddings
Create a new project directory for our example project. Next, we need to clone the Chroma repository to get started. At the root of your project directory let's clone Chroma into it:
web
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Majority of web apps could just run on a single server
Sure, at some point you're going to be relying on some 3rd party somewhere. We use a VPS and not a bare-metal hand-installed rack, and we rely on an electrical company and not a hand-turned crank to power our servers. As far as email goes, It's simply not possible to self-host transactional email in 2024 if you want it to arrive in an inbox and not a permanent spam blackhole; likewise it's not possible to accept money without involving a 3rd party service like Fractured Atlas or Stripe or PayPal. (Moving away from GitHub towards a self-hosted Git solution is actually on our long-term todo list[1]).
All those things doesn't mean you can't run your web app on a single tiny server, and that outsourcing the basic underpinnings of your web app, like the OS, runtime, and database to some cloud service, or that resorting to flavor-of-the-month frameworks or containers, will result in complexity and bloat.
[1] https://github.com/standardebooks/web/blob/master/README.md#...
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Show HN: Glossarie – a new, immersive way to learn a language
Hey a little later to the party here but I'm really enjoying this. I started reading a book with it and while I agree with others it's not great for grammar it certainly shows me many new words without requiring me to read at a glacial pace.
PS: You should def try to include some books from https://standardebooks.org/ which are much nicer formatted than the ones you're using from Project Gutenberg.
Good luck and I hope you can keep building this out. Already the update to tap anywhere to close the word definition is a nice improvement :)
- Standard Ebooks
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Librum: Open-Source e-book platform
A number of e-book platforms are discussed on my blog, which dives deeply into the technical nuances of typesetting a few[1]. Ultimately, I typeset a classic from Standard EBooks[2], Dr. Jekyll and Mister Hyde[3].
[1]: https://dave.autonoma.ca/blog/2020/04/11/project-gutenberg-p...
[2]: https://standardebooks.org/
[3]: https://dave.autonoma.ca/blog/2020/04/28/typesetting-markdow...
- E-books are fast becoming tools of corporate surveillance
- 请教各位,除了zlibrary外还有哪里找到更多的电子书?谢谢🙏
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Can odsp check your bank account if they feel like it?
As an aside, for anyone looking for free classic books to read on their various eReaders, these are very well done: https://standardebooks.org
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Conversion from epub to kepub, and related Calibre use
It is the same when you download a kepub book from standardebooks.org. You will have the epub file with kepub features.
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It is important that ebooks be sold without DRM
> https://standardebooks.org/
Standard Ebooks is seriously impressive. One of my favorite sources of books in the public domain.
I’d also add in addition to this excellent list of DRM-free ebooks, it’s always worth looking into borrowing a book from the library via Libby/Overdrive.
What are some alternatives?
SillyTavern - LLM Frontend for Power Users.
calibre - The official source code repository for the calibre ebook manager
faiss - A library for efficient similarity search and clustering of dense vectors.
bypass-paywalls-chrome - Bypass Paywalls web browser extension for Chrome and Firefox.
golang-ical - A ICS / ICal parser and serialiser for Golang.
duckduckgo-locales - Translation files for <a href="https://duckduckgo.com"> </a>
AutoGPT - AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
RegExr - RegExr is a HTML/JS based tool for creating, testing, and learning about Regular Expressions.
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
trace.moe - Anime Scene Search by Image