# shreyashankar/gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

Repository: https://github.com/shreyashankar/gpt3-sandbox
Canonical: https://ross.abutalabs.com/products/gpt3-sandbox
Language: JavaScript
License: MIT
License Family: permissive
Last push: 2023-10-04T09:33:54+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2236, "days_push": 1064, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2868, forks 858 (observed 2026-08-28T04:07:26.938203+00:00)

## What it is
A Python library that wraps the OpenAI GPT-3 API to make it easy to prime the model with few-shot examples and launch a local web demo with just a few lines of code. It handles input/output formatting and auto-generates a Flask/React web app for showcasing ideas.

## Use cases
- build a quick web demo for a GPT-3 prompt idea
- prime GPT-3 with few-shot examples in Python
- convert natural language to LaTeX with GPT-3
- spin up a local demo app without web development
- experiment with prompt engineering and priming

## When to choose
- you want to prototype a GPT-3 idea as a shareable web demo in minutes
- you want a simple Python wrapper for few-shot prompting
- you need a local demo UI without writing frontend code

## When to avoid
- you need a production-ready application
- you use models other than the legacy GPT-3 API
- you need actively maintained or updated software

## Facets
- artifact type: library
- maturity: maintenance
- function: llm-inference, prompt-engineering, web-framework, chat-interface
- domain: large-language-models, artificial-intelligence, web-development, developer-tools
- platform: python, cross-platform
- tags: gpt-3, openai-api, few-shot-learning, demo-app, flask, react, prototyping, web-server

## Member repositories
- shreyashankar/gpt3-sandbox (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:26.938203+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:35:58.337526+00:00, confidence not recorded.
  - readme: https://github.com/shreyashankar/gpt3-sandbox (fetched 2026-08-28T04:07:26.938203+00:00, sha 21ea43ed7406)
- Data as of 2026-08-30T08:39:29.467469+00:00.