pycozo
sonic
pycozo | sonic | |
---|---|---|
2 | 48 | |
38 | 19,476 | |
- | - | |
6.9 | 7.0 | |
5 months ago | about 1 month ago | |
Python | Rust | |
Mozilla Public License 2.0 | Mozilla Public License 2.0 |
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pycozo
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Show HN: CozoDB, Hybrid Relational-Graph-Vector DB, the Hippocampus for LLMs
I have been thinking about adding FTS to CozoDB for a long time but resisted the temptation so far. The reason is that text search is language-specific: what works for one language does not work for another. There is simply no way that CozoDB can duplicate the work of a dedicated text search engine for all the languages in the world.
Our current solution is to use mutation callbacks to synchronize texts to a dedicated text search engine. This is language specific: for example, for python: https://github.com/cozodb/pycozo#mutation-callbacks , and for Rust: https://docs.rs/cozo/latest/cozo/struct.Db.html#method.regis...
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Show HN: Cozo – new Graph DB with Datalog, embedded like SQLite, written in Rust
For folks looking for documentation or getting started-examples, see:
- The tutorial: https://nbviewer.org/github/cozodb/cozo-docs/blob/main/tutor...
- The language documentation: https://cozodb.github.io/current/manual/
- The pycozo library README for some examples on how to run this from inline python: https://github.com/cozodb/pycozo#readme
sonic
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What is Hybrid Search?
Sonic - a project written in Rust, uses custom network communication protocol for fast communication between the client and the server.
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ArchiveBox: Open-source self-hosted web archiving
This is uncanny, I just discovered ArchiveBox earlier today and set up a self-hosted instance on some home hardware for a collection of bookmarks of useful guides, tutorials, and references I've collected over the years.
Setting it up on K8s with sonic [1] as the search backend and importing a few hundred URLs only took ~an hour or so, and the cached pages look great for the most part.
[1] https://github.com/valeriansaliou/sonic
- sonic: Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
- Seeking a free full text search solution for large data with progress display
- Show HN: CozoDB, Hybrid Relational-Graph-Vector DB, the Hippocampus for LLMs
- FLiP Stack Weekly for 15-Jan-2023
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Building an Internet Scale Meme Search Engine
If you don't need advanced search features, you can use Sonic (https://github.com/valeriansaliou/sonic). It's blazing fast and you can save lot of money on servers.
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Any Full Text Search library for json data?
What about Sonic? Maybe it requires a bit of integration, but it's simple and blazing fast.
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10 Trending Github repositories / October, 27 2022
git clone https://github.com/valeriansaliou/sonic.git
- Sonic, An alternative to Elasticsearch that runs on a few MBs of RAM