Package Health Score

78 / 100

security
No known security issues
popularity
Small
maintenance
Sustainable
community
Active

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Popularity

Small

GitHub Stars: 22.37K
Forks: 3.12K
Contributors: 110

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package fastoai, we found that it has been starred 22,369 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jul 18, 2024
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues: 71
Open PR: 15
Last Release: 4 months ago
Last Commit: 2 months ago

Further analysis of the maintenance status of fastoai based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that fastoai demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 110
Funding: No

A good and healthy external contribution signal for fastoai project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like fastoai is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.12

Age: 4 months
Latest Release: 4 months ago
Dependencies: 0 Direct
Versions: 2
Maintainers: 1
Wheels: OS Independent

Readme

FastOAI (OpenAI-like API Server)

Motivation

This project is a simple API server that can be used to serve language models. It is designed to be simple to use and easy to deploy. It is built using FastAPI, Pydantic and openai-python.

Quick Start

The following example shows a case to overriding the original streaming response, we append [ollama] to every chunk content.

from fastapi.responses import StreamingResponse
from fastoai import FastOAI
from fastoai.requests import CompletionCreateParams
from fastoai.routers.ollama import router
from openai import AsyncOpenAI

app = FastOAI()


@app.post_chat_completions
async def create_chat_completions(params: CompletionCreateParams):
    client = AsyncOpenAI(api_key="ollama", base_url="http://localhost:11434/v1")
    response = await client.chat.completions.create(**params.model_dump())
    if params.stream:

        async def _stream():
            async for chunk in response:
                for choice in chunk.choices:
                    choice.delta.content += " [ollama]"
                yield f"data: {chunk.model_dump_json()}\n\n"
            else:
                yield "data: [DONE]\n\n"

        return StreamingResponse(_stream())
    return response

# Order matters, you should firstly define your own entrypoint functions, then
# include the existing router in order to override the original process with
# yours
app.include_router(router)

And that's it! You can now run the server using uvicorn:

uvicorn examples.ollama:app --reload

Architecture

graph TD
    client["`*openai client* (Python/Node.js/RESTful)`"]-->fastoai[FastOAI server]
    fastoai-->ollama[Ollama API]
    fastoai-->openai[OpenAI API]
    fastoai-->others[Any other API]

FAQs

What is fastoai?

Start an API server as OpenAI's. Visit Snyk Advisor to see a full health score report for fastoai, including popularity, security, maintenance & community analysis.

Is fastoai popular?

The python package fastoai receives a total of 2 weekly downloads. As such, fastoai popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is fastoai well maintained?

We found indications that fastoai maintenance is sustainable demonstrating some project activity. We saw a total of 110 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is fastoai safe to use?

The python package fastoai was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 18 November-2024, at 08:12 (UTC).

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fastoai

Start an API server as OpenAI's For more information about how to use this package see README

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Package Health Score

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Popularity

Direct Usage Popularity

Security

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Maintenance

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Community

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Package

Readme

FastOAI (OpenAI-like API Server)

Motivation

Quick Start

Architecture

FAQs

What is fastoai?

Is fastoai popular?

Is fastoai well maintained?

Is fastoai safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

FastOAI (OpenAI-like API Server)

Motivation

Quick Start

Architecture

FAQs

What is fastoai?

Is fastoai popular?

Is fastoai well maintained?

Is fastoai safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues