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Cover image for ⚑️7 easy AI-product integrations (to keep up with the times πŸ‘΄πŸ»πŸ‘¨β€πŸ”§)
uliyahoo for CopilotKit

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⚑️7 easy AI-product integrations (to keep up with the times πŸ‘΄πŸ»πŸ‘¨β€πŸ”§)

TL;DR

A list of the best easy-to-build AI product integrations.

These can give your project magical powers, so don't forget to show them support 🌟

Now let's head down AI-road πŸ‘¨β€πŸŒΎ

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1. CopilotPortal: Embed an Actionable LLM Chatbot Into Your app.

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A context-aware LLM chatbot inside your application that answers questions and takes actions.

Get a working chatBot with a few lines of code, then customize and embed as deeply as you need to.

import "@copilotkit/react-ui/styles.css";
import { CopilotProvider } from "@copilotkit/react-core";
import { CopilotSidebarUIProvider } from "@copilotkit/react-ui";

export default function App(): JSX.Element {
  return (
  <CopilotProvider chatApiEndpoint="/api/copilotkit/chat">
      <CopilotSidebarUIProvider>

        <YourContent />

      </CopilotSidebarUIProvider>
    </CopilotProvider>
  );
}
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Star CopilotPortal on GitHub⭐️


2. LinguiJS - Automatic & Simple Internationalization

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Simple and powerful open-source Internationalization library.

Easy to integrate framework for creating multilingual react applications.

import { Trans } from "@lingui/macro"

function App() {
  return (
   <Trans id="msg.docs" /* id is optional */>
     Read the <a href="https://lingui.dev">documentation</a>
     for more info.
   </Trans>
  )
}
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Star LinguiJS on GitHub⭐️


3. Pezzo.ai - Observability, Cost & Prompt Engineering Platform

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Centralized platform for managing your OpenAI calls.

Optimize your prompts & token use. Keep track of your AI use.

Free & easy to integrate.

const prompt = await pezzo.getPrompt("AnalyzeSentiment");
const response = await openai.chat.completions.create(prompt);
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Star Pezzo ⭐️


4. CopilotTextarea - AI-powered Writing in React Apps

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A drop-in replacement for any react <textarea> with the features of Github CopilotX.

Autocompletes, insertions, edits.

Can be fed any context in real time or by the developer ahead of time.

import { CopilotTextarea } from "@copilotkit/react-textarea";
import { CopilotProvider } from "@copilotkit/react-core";


// Provide context...
useMakeCopilotReadable(...)

// in your component...
<CopilotProvider>
    <CopilotTextarea/>
</CopilotProvider>`
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Star CopilotTextarea ⭐️


5. LangChain - Pull together AI into chains.

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Easy-to-use API and library for adding LLMs into apps.

Link together different AI components and models.

Easily embed context and semantic data for powerful integrations.

Star LangChain ⭐️


6. SwirlSearch - AI powered search.

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LLM-powered search, summaries and output.

Searches multiple content sources simultaneously into integrated output.

Powerful for tailored in-app integrations of various data sources.

Star SwirlSearch ⭐️


7. ReactAgent - experimental LLM agent for generating react components from user stories

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Experimental tool that uses GPT-4 to turn user stories into working React components.

Feed it local designs to achieve a consistent output & design language.

Star ReactAgent ⭐️


Thanks Everyone!

Top comments (12)

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thinkableme profile image
Johana de Roxas

Never thought it is informational what I know. I've been keeping that to myself. πŸ˜‚πŸ˜… LOL

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uliyahoo profile image
uliyahoo

I bet it's very informational!

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guybuildingai profile image
Jeffrey Ip

Maybe this too :) github.com/confident-ai/deepeval
Great stuff

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peterpark88 profile image
PeterPark88

How can GPT-4 do this(7)?

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arielweinberger profile image
Ariel Weinberger

Awesome article, fantastic tools! Need to try them all 🧢

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dasheck0 profile image
Stefan Neidig

Actual useful list of tools. Thanks for sharing. Really interested in compilations like this. Keep them coming ;)

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matan_abramovich profile image
Matan Abramovich

Goos stuff! ❀️

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yogini16 profile image
yogini16

Nice info!!
Thanks for sharing

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gought profile image
Castore Marchesi

LangChain is a valuable tool for any developer who wants to add LLMs to their applications. It is easy to use, powerful, and versatile.

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codemane profile image
Code Mane

Great guide, thanks for the share

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