chroma
problem-solving
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chroma | problem-solving | |
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30 | 21 | |
11,645 | 69 | |
7.8% | - | |
9.7 | 0.0 | |
4 days ago | 4 months ago | |
Python | ||
Apache License 2.0 | Artistic 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.
chroma
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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
| | Docs | Homepage
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.
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Show HN: Embeddings Solution for Personal Journal
https://www.trychroma.com/
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:
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GPT-3.5 Turbo fine-tuning and API updates
https://www.trychroma.com
It works as a library, you can require the PIP package and get started immediately.
problem-solving
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Stability
Supply blocks may reorder flow of execution #364: solved Deadlock in supply / whenever chain #5141: fixed Simplify Supply / whenever processing order #5158: superseeded Fix rare deadlocks during supply setup #5202: merged 2023-11-24 Switch Supply.zip to a watermark approach (https://github.com/rakudo/rakudo/pull/5211rework) #5211: merged 2023-03-09 Test supply setup with a blocking recursion #833: merged 2023-11-24
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Why isn't sign() defined for Complex numbers?
I'm more leaning towards the former. you could open an issue at https://github.com/Raku/problem-solving/issues so that it won't get forgotten.
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Grammatical Actions: further thoughts on cooperative Raku grammars | CodeSections
Either way, I posted the other day a problem solving issue on the topic. I think we should start looking into ways to properly supporting the mixed grammars, be it a trait-like thing (you've basically made a trait without being a trait), a token (like mine) or some other specialized regex syntax.
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Perl Turns 34 Today
Perl 6 was renamed to Raku in 2019 [1], when they finally admitted to themselves that it wasn't going to be "the next Perl"
https://github.com/Raku/problem-solving/pull/89#issuecomment...
There was no admitting to themselves.
There was the personal realization that the two factions in what was then the Perl community, would never see eye to eye on what the language called "Perl 6" was. And that all of my efforts of reconciliation, such as the Perl Reunification Summit http://blogs.perl.org/users/gabor_szabo/2013/02/perl-reunifi... had been in vain.
Which lead me to open an issue https://github.com/Raku/problem-solving/issues/81 which in the end resulted in the rename to the Raku Programming Language https://raku.org .
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Annotations for the Complete Type (or Data::Record's Identity Crisis)
Over time, most of the features that were a selling point for Data::Record have been rendered silly. Namely, the idea of a Tuple and Dict in core has been tossed about since writing, and the introduction of type inference for lists into core leaves most of the collections as which Data::Record is defined (Data::Record::Tuple, Data::Record::List, Data::Record::Map) with the odd edge case to cover, of which I don't feel it does a very good job of in its current release's state.
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What's everyone working on this week? [2021, week 17]
Last week, I mulled over my concerns with my implementation of IO::Resolver::Native, an abstraction for Raku's current DNS resolution behaviour. I came to the conclusion that while my ideas for a solution for problem-solving#243, followed by a solution for the problem-solving#111 that prompted that issue, followed by my ideas for the IP6NS grant that prompted those issues can be implemented separately, are not cleanly separable design-wise.
Now also as a problem solving issue: https://github.com/Raku/problem-solving/issues/280
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What's everyone working on this week? [2021, week 12]
Other than that, I'd also like to get started adding support for syntax specifying nested return types via destructuring GH issue in Rakudo. At the very least, I plan to get a PR in to Problem Solving detailing the plan – which is already basically set out in the issue, so that shouldn't be too big of a lift.
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An alternative website for Raku Programming Language
related problem-solving issue: https://github.com/Raku/problem-solving/issues/158
What are some alternatives?
SillyTavern - LLM Frontend for Power Users.
faiss - A library for efficient similarity search and clustering of dense vectors.
golang-ical - A ICS / ICal parser and serialiser for Golang.
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.
perl5 - 🐪 The Perl programming language
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
rakudo - 🦋 Rakudo – Raku on MoarVM, JVM, and JS
raku-website - A website for the Raku programming language
runpodctl - 🧰 | RunPod CLI for pod management
CSSTidy-cro - Experimental Online CSS Tidy Facility (* Under Construction *)