txtai
| Crates.io | txtai |
| lib.rs | txtai |
| version | 8.1.0 |
| source | src |
| created_at | 2020-12-16 22:25:07.195427 |
| updated_at | 2024-12-10 15:18:21.744827 |
| description | Rust client for txtai |
| homepage | https://github.com/neuml/txtai.rs |
| repository | https://github.com/neuml/txtai.rs |
| max_upload_size | |
| id | 323739 |
| size | 42,551 |
David Mezzetti (davidmezzetti)
documentation
https://github.com/neuml/txtai.rs
README
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 = "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 | 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