cozo
Victor
| cozo | Victor | |
|---|---|---|
| 30 | 1 | |
| 3,137 | 5 | |
| 3.2% | - | |
| 8.0 | 3.8 | |
| 12 days ago | about 1 year ago | |
| Rust | Go | |
| Mozilla Public License 2.0 | MIT License |
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cozo
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I'm writing a new vector search SQLite Extension
Any thoughts on how your project will compare to CozoDB?
https://github.com/cozodb/cozo
- Transactional, relational-graph-vector database that uses Datalog for query
- Learn Datalog Today
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Documentation for Rust interface
I can figure parts of it out from https://github.com/cozodb/cozo/blob/main/cozo-core/tests/air_routes.rs which is enough to get started
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The Ten Rules of Schema Growth
I've been keeping an eye on https://github.com/cozodb/cozo which is pretty close to something I've wanted, a sqlite version of datalog/datomic.
- Fast Analytics and Graph Traversals with Datalog
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These new vector databases are only slightly better than outright scams
Finally, the one product I was extremely impressed with and felt was genuinely impressive as a database in general was cozodb.
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An embedded NoSQL database on rust.
Take a look at cozodb. It meets most of your goals and I've been really enjoying using it. It might give you some inspiration or something to contribute to.
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Hyper – A fast and correct HTTP implementation for Rust
Sure. They're called 'partials' sometimes. Useful if you want to rerender just part of a page. This is a pattern used by HTMX, a 'js framework' that accepts fragments of html in an http response and injects it into the page. This is good because it avoids the flash and state loss of a whole page reload. See the HTMX essay on template fragments for a more complete argument [0].
This is a go template for an interactive todos app [1] that I'm experimenting with. The html content of the entire page is present in one template definition which is split into 6 inline {{block}} definitions / "fragments". The page supports 5 interactions indicated by {{define}} definitions, each of which reuse various block fragments relevant to that interaction. I'm in the process of converting it to use embedded cozodb [2] queries which act as a server side data store. The idea here is that the entire 'app', including all html fragments, styles, http requests and responses, db schema, and queries are embedded into this single 100-line file.
[0]: https://htmx.org/essays/template-fragments/
[1]: https://github.com/infogulch/go-htmx/blob/master/templates/t...
[2]: https://github.com/cozodb/cozo
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What Is a Vector Database
If anyone wants to try a FOSS vector-relational-graph hybrid database for more complicated workloads than simple vector search, here it is: https://github.com/cozodb/cozo/
About the integrated vector search: https://docs.cozodb.org/en/latest/releases/v0.6.html
It also does duplicate detection (Minhash-LSH) and full-text search within the query language itself: https://docs.cozodb.org/en/latest/releases/v0.7.html
HN discussion a few days ago: https://news.ycombinator.com/item?id=35641164
Disclaimer: I wrote it.
Victor
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What Is a Vector Database
Also plugging my crappy vector database, which you probably shouldn't use for anything but a fun project, however it can be set up and used in seconds. https://github.com/corlinp/Victor
What are some alternatives?
slashbase - In-browser database IDE for dev/data workflows. Supports PostgreSQL & MongoDB.
GPT4Memory
souffle - Soufflé is a variant of Datalog for tool designers crafting analyses in Horn clauses. Soufflé synthesizes a native parallel C++ program from a logic specification.
hnsqlite - hnsqlite integrates hnswlib and sqlite for simple text embedding search
abcl - Armed Bear Common Lisp <git+https://github.com/armedbear/abcl/> <--> <svn+https://abcl.org/svn> Bridge
similarity-search-kit - 🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
TCLisp - Truffle Common Lisp
chroma - the AI-native open-source embedding database
asami - A flexible graph store, written in Clojure
faiss - A library for efficient similarity search and clustering of dense vectors.
QuestDB - An open source time-series database for fast ingest and SQL queries
lucene - Apache Lucene open-source search software