txtai is an open-source platform for semantic search and workflows powered by language models.
This repository contains Rust bindings for the txtai API. Full txtai functionality is supported.
Add the following lines to your project Cargo.toml file:
[dependencies]
txtai = { version = "5.5" }
tokio = { version = "1", features = ["full"] }This adds txtai as a dependency as well as tokio given txtai uses async io.
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