Rust client for txtai
[txtai](https://github.com/neuml/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:
```toml
[dependencies]
txtai = { version = "8.1" }
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](https://github.com/neuml/txtai.rs/blob/master/examples/demo/src/embeddings.rs) | Overview of the functionality provided by txtai |
| [Extractive QA with txtai](https://github.com/neuml/txtai.rs/blob/master/examples/demo/src/extractor.rs) | Extractive question-answering with txtai |
| [Labeling with zero-shot classification](https://github.com/neuml/txtai.rs/blob/master/examples/demo/src/labels.rs) | Labeling with zero-shot classification |
| [Pipelines and workflows](https://github.com/neuml/txtai.rs/blob/master/examples/demo/src/pipelines.rs) | Pipelines and workflows |
txtai.rs connects to a txtai api instance. See [this link](https://neuml.github.io/txtai/api/) 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
```