StringFlow

Flow strings through language models.

Install

cargo add stringflow

uv add stringflow

Usage

Rust

use stringflow::{AuthConfig, ChatMessage, ProviderConfig, WireFormat, chat_async};

let config = ProviderConfig {
    name: "local".to_string(),
    base_url: "http://localhost:8080".to_string(),
    wire_format: WireFormat::Messages,
    auth: AuthConfig::None,
    model: None,
    max_tokens: None,
};

let messages = vec![
    ChatMessage { role: "user".to_string(), content: "Hello!".to_string() },
];

let response = chat_async(&config, &messages).await?;

Python

import stringflow

response = stringflow.chat(
    base_url="http://localhost:8080",
    messages=[("user", "Hello!")],
)

Note: Streaming (chat_stream()) and async (chat_async()) APIs are currently Rust-only. Python provides synchronous chat() and health_check() only.

Metadata

Release files for stringflow 0.2.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for stringflow 0.2.2
File	Size	Uploaded
stringflow-0.2.2.tar.gz	24.8 kB	Apr 13, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for stringflow 0.2.2
File	Interpreter	ABI	Platform	Reset
stringflow-0.2.2-cp311-abi3-manylinux_2_38_x86_64.whl 3.8 MB Apr 13, 2026	CPython 3.11	abi3	Linux glibc 2.38+ x86-64	Details
stringflow-0.2.2-cp311-abi3-manylinux_2_38_aarch64.whl 3.6 MB Apr 13, 2026	CPython 3.11	abi3	Linux glibc 2.38+ ARM64	Details
stringflow-0.2.2-cp311-abi3-macosx_11_0_arm64.whl 1.4 MB Apr 13, 2026	CPython 3.11	abi3	macOS 11.0+ ARM64	Details
stringflow-0.2.2-cp311-abi3-macosx_10_12_x86_64.whl 1.4 MB Apr 13, 2026	CPython 3.11	abi3	macOS 10.12+ x86-64	Details

Total release size: 10.2 MB

Release files / stringflow-0.2.2.tar.gz

Download URL	stringflow-0.2.2.tar.gz
Size	24.8 kB
Tags	Source
SHA-256 checksum How to use checksums	`bb47c7397b73d0fd46518f23d95165f39fde51bc3bdf7227cf727dfcbc3f92f6`
BLAKE2b-256 checksum How to use checksums	`038a758dc831a1b9310d2d4f2e1d7993ad5a6278d99b05dfcc843d167f57fc37`
Upload date	Apr 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dkdc-io/stringflow
Publishing commit: github.com/dkdc-io/stringflow/tree/476583cad4c37d138d8f1bd07df5e5899e5826c4

Workflow

Publishing configuration: github.com/dkdc-io/stringflow/blob/476583cad4c37d138d8f1bd07df5e5899e5826c4/.github/workflows/release-python.yml
Publishing logs: github.com/dkdc-io/stringflow/actions/runs/24369900127/attempts/1

Artifact

Subject: stringflow-0.2.2.tar.gz
SHA-256 checksum: bb47c7397b73d0fd46518f23d95165f39fde51bc3bdf7227cf727dfcbc3f92f6 Verifying attestations

Release files / stringflow-0.2.2-cp311-abi3-manylinux_2_38_x86_64.whl

Download URL	stringflow-0.2.2-cp311-abi3-manylinux_2_38_x86_64.whl
Size	3.8 MB
Tags	CPython 3.11 Linux glibc 2.38+ x86-64 abi3
SHA-256 checksum How to use checksums	`3284ff31022ff582d59181b1b9850df30ec25327206fc87e92c6bf60307a32dc`
BLAKE2b-256 checksum How to use checksums	`6de3edd847319bdc814e0b1ae3d61992402b31def477700ff8d1bb68a23dee85`
Upload date	Apr 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dkdc-io/stringflow
Publishing commit: github.com/dkdc-io/stringflow/tree/476583cad4c37d138d8f1bd07df5e5899e5826c4

Workflow

Publishing configuration: github.com/dkdc-io/stringflow/blob/476583cad4c37d138d8f1bd07df5e5899e5826c4/.github/workflows/release-python.yml
Publishing logs: github.com/dkdc-io/stringflow/actions/runs/24369900127/attempts/1

Artifact

Subject: stringflow-0.2.2-cp311-abi3-manylinux_2_38_x86_64.whl
SHA-256 checksum: 3284ff31022ff582d59181b1b9850df30ec25327206fc87e92c6bf60307a32dc Verifying attestations

Release files / stringflow-0.2.2-cp311-abi3-manylinux_2_38_aarch64.whl

Download URL	stringflow-0.2.2-cp311-abi3-manylinux_2_38_aarch64.whl
Size	3.6 MB
Tags	CPython 3.11 Linux glibc 2.38+ ARM64 abi3
SHA-256 checksum How to use checksums	`1312a79676af0944ab2b95821c397f944918a83a3721642ae3e44447e2cd3465`
BLAKE2b-256 checksum How to use checksums	`80f0b0126f5514065e27c8a5f34ba47f74d60ead9b479c24bac5da0afe342bac`
Upload date	Apr 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dkdc-io/stringflow
Publishing commit: github.com/dkdc-io/stringflow/tree/476583cad4c37d138d8f1bd07df5e5899e5826c4

Workflow

Publishing configuration: github.com/dkdc-io/stringflow/blob/476583cad4c37d138d8f1bd07df5e5899e5826c4/.github/workflows/release-python.yml
Publishing logs: github.com/dkdc-io/stringflow/actions/runs/24369900127/attempts/1

Artifact

Subject: stringflow-0.2.2-cp311-abi3-manylinux_2_38_aarch64.whl
SHA-256 checksum: 1312a79676af0944ab2b95821c397f944918a83a3721642ae3e44447e2cd3465 Verifying attestations

Release files / stringflow-0.2.2-cp311-abi3-macosx_11_0_arm64.whl

Download URL	stringflow-0.2.2-cp311-abi3-macosx_11_0_arm64.whl
Size	1.4 MB
Tags	CPython 3.11 abi3 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`7c8a778dcb9e75693f80a7f209e123c23812370c185e2fbd1180ca9f77c248d5`
BLAKE2b-256 checksum How to use checksums	`e5dd4fb02755e7bd1b886035049dfcf9d56752cc803f20e384727ee7ac1f06fa`
Upload date	Apr 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dkdc-io/stringflow
Publishing commit: github.com/dkdc-io/stringflow/tree/476583cad4c37d138d8f1bd07df5e5899e5826c4

Workflow

Publishing configuration: github.com/dkdc-io/stringflow/blob/476583cad4c37d138d8f1bd07df5e5899e5826c4/.github/workflows/release-python.yml
Publishing logs: github.com/dkdc-io/stringflow/actions/runs/24369900127/attempts/1

Artifact

Subject: stringflow-0.2.2-cp311-abi3-macosx_11_0_arm64.whl
SHA-256 checksum: 7c8a778dcb9e75693f80a7f209e123c23812370c185e2fbd1180ca9f77c248d5 Verifying attestations

Release files / stringflow-0.2.2-cp311-abi3-macosx_10_12_x86_64.whl

Download URL	stringflow-0.2.2-cp311-abi3-macosx_10_12_x86_64.whl
Size	1.4 MB
Tags	CPython 3.11 abi3 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`561806e3f55f00d087c10ee20ad192a2cfdfc7a3809a2ffdb0d5bbdefe9609bb`
BLAKE2b-256 checksum How to use checksums	`9d7678d4ca248f980b6cd980c15471f71b45de7637d7dbbed793d50f1a6e795a`
Upload date	Apr 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dkdc-io/stringflow
Publishing commit: github.com/dkdc-io/stringflow/tree/476583cad4c37d138d8f1bd07df5e5899e5826c4

Workflow

Publishing configuration: github.com/dkdc-io/stringflow/blob/476583cad4c37d138d8f1bd07df5e5899e5826c4/.github/workflows/release-python.yml
Publishing logs: github.com/dkdc-io/stringflow/actions/runs/24369900127/attempts/1

Artifact

Subject: stringflow-0.2.2-cp311-abi3-macosx_10_12_x86_64.whl
SHA-256 checksum: 561806e3f55f00d087c10ee20ad192a2cfdfc7a3809a2ffdb0d5bbdefe9609bb Verifying attestations