33 stable releases (6 major)
7.5.0 | Oct 14, 2024 |
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7.3.0 | Jul 15, 2024 |
7.0.0 | Feb 21, 2024 |
6.3.0 | Jan 2, 2024 |
1.0.0 | Dec 16, 2020 |
#204 in Machine learning
190 downloads per month
32KB
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Rust client for txtai
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.
This repository contains Rust bindings for the txtai API.
Installation
Add the following lines to your project Cargo.toml
file:
[dependencies]
txtai = { version = "7.5" }
tokio = { version = "0.2", features = ["full"] }
This adds txtai as a dependency as well as tokio given txtai uses async io.
Examples
The examples directory has a series of examples that give an overview of txtai. See the list of examples below.
Example | Description |
---|---|
Introducing txtai | Overview of the functionality provided by txtai |
Extractive QA with txtai | Extractive question-answering with txtai |
Labeling with zero-shot classification | Labeling with zero-shot classification |
Pipelines and workflows | Pipelines and workflows |
txtai.rs connects to a txtai api instance. See this link for details on how to start a new api instance.
Once an api instance is running, do the following to run the examples.
git clone https://github.com/neuml/txtai.rs
cd txtai.rs/examples/demo
cargo run
Dependencies
~7–19MB
~257K SLoC