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txtai

Library Listed

Rust client for txtai

Checked · Sources

Downloads
4
Dependents
0
Stars
114
Forks
4
Contributors
2
Commits
79
Latest release
9.14.0 ·

About

From the project README ·

Rust client for txtai

txtai is an all-in-one AI framework 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 = "9.14" }
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.

ExampleDescription
Introducing txtaiOverview of the functionality provided by txtai
Extractive QA with txtaiExtractive question-answering with txtai
Labeling with zero-shot classificationLabeling with zero-shot classification
Pipelines and workflowsPipelines 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

Compatibility

How each fact is measured

Runs on
GPU support unknown
What shows it
  • no dependency or feature matches a backend row
Native code
None found
  • No native code found
Python bindings
No Python binding crate found
License
Apache-2.0

Compare with similar projects

Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.

ProjectDownloadsDependentsStarsLatest releaseRuns on (GPU)Native codeLicense
txtai This page Listed

Rust client for txtai

 0 114 9.14.0 Apache-2.0
tiktoken-rs Featured

Library for encoding and decoding with the tiktoken library in Rust

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whatlang-rs Featured

Fast and lightweight language identification library for Rust.

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whichlang Listed

A blazingly fast and lightweight language detection library for Rust.

 11 464 0.1.1 MIT
rust_tokenizers Listed Dormant

High performance tokenizers for Rust

Python bindings

 12 345 8.1.1 Apache-2.0
snowball Listed

Rust implementation of Snowball stemming algorithms for 33 languages

 3 891 0.1.0 BSD-3-Clause
splintr Listed

Tokenizer for Rust and Python: pure Rust by default, with 18 bundled vocabularies and four backends covering BPE, SentencePiece and WordPiece. Its output matches Hugging Face tokenizers id for id on 14 model families, including GPT-2, Qwen, Whisper, T5 and BERT.

Python bindings

 7 63 0.22.2 MIT

Compare these

All projects in Text, embeddings and search

Why ListedNo archive, New or Featured rule places it, so it is Listed.

What it lacks for Featured

  • It has 0 active dependents and 0 new dependents in 365 days. Featured needs 11 active dependents or 9 new dependents in 365 days. The repository route reads 114 stars, 4 forks and 2 contributors. It needs 4,539 stars, 434 forks and 79 contributors together.

What else the check found

  • The last activity is on 6 Oct 2026, 34 days ago. The rules expect an update within 365 days. Dormancy rule

Exact rules: Listed, Featured library. The check on applied thresholds version 9.

Every rule outcome, as the check records it
  • expected-interval: version 9.14.0 base 200, raised to the 365-day floor: E = 365 days
  • dormancy: last activity 2026-10-06, 34 days ago, E = 365: active
  • featured: not featured: active_users 0 < 11 and new_adopters 0 < 9 and repository route stars 114 (needs 4539), forks 4 (needs 434), contributors 2 (needs 79)
  • listed: listed: no archive, new or featured rule applies

Measurements and sources

Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.

Sources6 sources
Adoption0 active dependents, 0 new dependents in 365 days1 not measured
SignalValueSourceFetchedCounts
Active dependents0crates.io database dumpYes
New dependents (365 days)0crates.io database dumpYes
Peak active dependents0crates.io database dumpYes
Active dependents as a share of the peak1crates.io database dumpYes
Binary downloads per releaseNot measuredYes
MaintenanceLatest human commit: 34 days ago3 not measured
SignalValueSourceFetchedCounts
Latest human commit2026-10-06GitHub repositoryYes
Latest release2026-10-06crates.io database dumpYes
First release2020-12-16crates.io database dumpYes
Latest version9.14.0crates.io database dumpYes
Days the oldest outside issue waits for a reply0GitHub repositoryYes
Maintainer replies over 365 days0GitHub repositoryYes
Repository archivedfalseGitHub repositoryYes
Repository gonefalseGitHub repositoryYes
Release commit or manifest in the repotruecrates.io packageYes
Published docstruecrates.io database dumpYes
Latest release fails cargo checkNot measuredYes
Build check dateNot measuredYes
Build check toolchainNot measuredYes
SecurityUnpatched vulnerabilities: none
SignalValueSourceFetchedCounts
Unpatched vulnerabilities past the grace windownoneRustSec advisory databaseYes
RustSec unmaintained advisorynoneRustSec advisory databaseYes
Deprecation noticenonecrates.io database dumpYes
Deprecated requirementnonecrates.io database dumpYes
Distribution55 releases, 4 downloads over 30 days5 not measured
SignalValueSourceFetchedCounts
Releases55crates.io database dumpYes
Downloads over 30 days4crates.io database dumpYes
Binary downloads over the last 3 releasesNot measuredYes
Homebrew installs on request over 365 daysNot measuredYes
Repology repository familiesNot measuredYes
Docker pull growth over 90 daysNot measuredYes
Docker pulls at the growth baselineNot measuredYes
Every version a prereleasefalsecrates.io database dumpYes
Every version 0.0.xfalsecrates.io database dumpYes
Every version yankedfalsecrates.io database dumpYes
Crate deleted from crates.iofalsecrates.io database dumpYes
Repository114 stars, 4 forks, 2 contributors, 79 commits. Stars alone never qualify a project.
SignalValueSourceFetchedCounts
GitHub stars114GitHub repositoryYes — one part of the repository route
GitHub forks4GitHub repositoryYes — one part of the repository route
Contributors with a GitHub account2GitHub contributorsYes — one part of the repository route
Commits on the default branch79GitHub repositoryNo
Repository's main crate left out of the entrynonecrates.io database dumpYes
Facts that never count
SignalValueSourceFetchedCounts
LicenseApache-2.0crates.io database dumpNo
Runs on, from listed crates and their direct dependenciesGPU support unknowncrates.io database dumpNo
What shows each backendno dependency or feature matches a backend rowcrates.io database dumpNo
Native code, from listed crates and their dependenciesNo native code foundcrates.io database dumpNo
Python bindings, from direct dependencies of listed cratesNo Python binding crate foundcrates.io database dumpNo
Crates that depend on a listed crate directly0crates.io database dumpNo

Corrections and review history

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Judgments

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