chroma
Coral
chroma | Coral | |
---|---|---|
32 | 10 | |
12,324 | 1,863 | |
5.5% | 0.1% | |
9.8 | 9.9 | |
7 days ago | 10 days ago | |
Python | TypeScript | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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:
Coral
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What Is a Vector Database
The Coral Project [0] (commenting platform used on Washington Post, New York Times, The Verge) uses an Apache 2.0 license [1]. Which doesn't seem to have prevented it from raking in big SaaS customers.
A lot of people worry about copy-cat services, but it's kind of rare that someone will be able to compete with you as the original in hosting your own service as well as you can. Especially when you consider support and maintenance requirements of a new product you aren't personally developing.
I could see copy-cat services being more of an issue in the late stage of a product though? When everyone knows lots about how to stand it up and use it?
[0] https://coralproject.net/
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What's the result of Knight-Mozilla Initiative: Challenge 2 – Beyond Comment Threads
The Coral Project was created inline with this initiative. They have lots of guides that provide some of the research that was conducted: https://coralproject.net/
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Commento - A Self Hosted Comment System for Websites
For comment system, I choose Coral Project Talk because it could use Akismet and Google Perspective API for reducing spam and harassment. I also need to think about the remove comments when user delete their account (GDPR stuff). Coral Talk has the above functions in the UI.
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Everything you need to know about Opensource Jamstack
Another great API that could be self-hosted is Coral. It’s a commenting platform where users can leave online comments. It’s received contributions from over 40 people on Github. It has a good-first-issue tag and also offers a contribution guide.
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Node.js 16 Available Now
Yup! We do a Typescript/Node.js/GraphQL back-end with React/Relay/Typescript on the front end.
https://github.com/coralproject/talk
It's pretty nice having the whole code base share types, syntax, structure, etc.
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Show HN: I'm working on a open-source, self-host alternative to Disqus
Coral is poorly advertised outside it's ecosystem, but should be considered. https://github.com/coralproject/talk
See https://docs.coralproject.net/coral/v5/integrating/cms/ to get an idea of it's use.
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I made a student publication @ university & discovered a deep hate for WordPress — so I made my dream publishing platform
Our highest tier comment system is quite powerful, and is based off Coral Talk by Vox. For beginners like yourself, if we allowed users to integrate Disqus on all tiers, would that alleviate your concerns with using Storipress?
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Caching data on Apollo server
If you need some inspiration, we added support for server caching of responses on Coral: https://github.com/coralproject/talk/blob/develop/src/core/server/app/middleware/graphql/apolloServer.ts#L85-L88
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Disqus, the Dark Commenting System
I've seen some examples in which people embed Discourse discussions.
There's also Coral (https://github.com/coralproject/talk) which used to be Mozilla + Vox project before Mozilla handed it over to Vox completely, but I have no experience with it.
What are some alternatives?
SillyTavern - LLM Frontend for Power Users.
Discourse - A platform for community discussion. Free, open, simple.
faiss - A library for efficient similarity search and clustering of dense vectors.
phpBB - phpBB Development: phpBB is a popular open-source bulletin board written in PHP. This repository also contains the history of version 2.
golang-ical - A ICS / ICal parser and serialiser for Golang.
GNU social - GNU social is social communication software for both public and private communications.
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.
Mastodon - Your self-hosted, globally interconnected microblogging community
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
remark42 - comment engine
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
commento - A fast, bloat-free comments platform (Github mirror)