AdaGPT
openai-node
AdaGPT | openai-node | |
---|---|---|
2 | 22 | |
13 | 6,961 | |
- | 3.0% | |
5.2 | 9.5 | |
10 months ago | 4 days ago | |
TypeScript | TypeScript | |
MIT License | Apache License 2.0 |
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AdaGPT
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AdaGPT: My Learnings While Building a GitHub Action
I posted my GitHub Action, AdaGPT, for the GitHub Hackathon here on DEV.to a few days ago. While implementing this action, I learned a lot and want to take the time to share them. Here are my learnings in no particular order:
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AdaGPT: AI support for Issues and Pull Requests right at your fingertips!
Repository Marketplace
openai-node
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Website Optimization Using Strapi, Astro.js and OpenAI
Okay, now we've confirmed the API endpoint is working, let's connect it to OpenAI first, install the OpenAI package, navigate to the route directory, and run the command below in our terminal
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JSON {} With OpenAI 🤖✨
For my setup, I am using the node version of the openai sdk.
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The Stainless SDK Generator
We try to keep it to a minimum, especially in JS (though we have some nice improvements coming soon when we deprecate node-fetch in favor of built-in fetch). The package sizes aren't tiny because we include thorough types and sourcemaps, but the bundle sizes are fairly tidy.
Here's an example of a typical RESTful endpoint (Lithic's `client.cards.create()`:
https://github.com/lithic-com/lithic-node/blob/36d4a6a70597e...
Here are some example repos produced by Stainless:
1. https://github.com/openai/openai-node
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OpenAI: Streaming is now available in the Assistants API
Have you seen/tried the `.runTools()` helper?
Docs: https://github.com/openai/openai-node?tab=readme-ov-file#aut...
Example: https://github.com/openai/openai-node/blob/bb4bce30ff1bfb06d...
(if what you're fundamentally trying to do is really just get JSON out, then I can see how json_mode is still easier).
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OpenAI has Text to Speech Support now!
And so, I impulsively upgraded to the latest version of openai (I guess not anymore) without the fear of getting cut by cutting edge 😝 and got it working for some random text
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AI for Web Devs: Faster Responses with HTTP Streaming
UPDATE 2023/11/15: I used fetch and custom streams because at the time of writing, the openai module on NPM did not properly support streaming responses. That issue has been fixed, and I think a better solution would be to use that module and pipe their data through a TransformStream to send to the client. That version is not reflected here.
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AI for Web Devs: Your First API Request to OpenAI
You may notice the JavaScript package available on NPM called openai. We will not be using this, as it doesn’t quite support some things we’ll want to do, that fetch can.
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Building and deploying AI agents with E2B
openai - For using the GPT-3.5-turbo model to answer the questions
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Aiconfig – source control format for gen AI prompts, models and settings
We have a bit of context about this in the readme: https://github.com/lastmile-ai/aiconfig#what-problem-it-solv.... The main issue with keeping it in code is that it tangles application code with prompts and model-specific logic.
That makes it hard to evaluate the genAI parts of the application, and also iterating on the prompts is not as straightforward as opening up a playground.
Having the config be the source of truth let's you connect it to your application code (and still source controlled), lets you evaluate the config as the AI artifact, and also lets you open the config in a playground to edit and iterate.
For example, compare how much simpler openai function calling becomes with storing the stuff as a config: https://github.com/lastmile-ai/aiconfig/blob/main/cookbooks/... vs using vanilla openai directly (https://github.com/openai/openai-node/blob/v4/examples/funct...)
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Build a Chatbot With OpenAI, Vercel AI and Xata
In your preferred serverless environment, make sure you install the OpenAI API Library and Vercel AI library to get started.
What are some alternatives?
toolkit - The GitHub ToolKit for developing GitHub Actions.
liboai - A C++17 library to access the entire OpenAI API.
hello-world-javascript-action - A template to demonstrate how to build a JavaScript action.
openai-python - The official Python library for the OpenAI API
webhooks - machine-readable, always up-to-date GitHub Webhooks specifications
fern - 🌿 Stripe-level SDKs and Docs for your API
typescript-action - Create a TypeScript Action with tests, linting, workflow, publishing, and versioning
vrite - Open-source developer content platform
act - Run your GitHub Actions locally 🚀
tiptap - The headless rich text editor framework for web artisans.
rest.js - GitHub REST API client for JavaScript
ai - Build AI-powered applications with React, Svelte, Vue, and Solid [Moved to: https://github.com/vercel/ai]