README.md

Firebase Genkit <> Cohere AI Plugin

Cohere AI Community Plugin for Google Firebase Genkit

genkitx-cohere is a community plugin for using OpenAI APIs with Firebase Genkit. Built by The Fire Company. 🔥

Installation

Install the plugin in your project with your favorite package manager:

• npm install genkitx-cohere
• yarn add genkitx-cohere
• pnpm add genkitx-cohere

Usage

Initialize

import 'dotenv/config';

import { configureGenkit } from '@genkit-ai/core';
import { defineFlow, startFlowsServer } from '@genkit-ai/flow';
import { cohere } from 'genkitx-cohere';

configureGenkit({
  plugins: [
    // Cohere API key is required and defaults to the COHERE_API_KEY environment variable
    cohere({ apiKey: process.env.COHERE_API_KEY }),
  ],
  logLevel: 'debug',
  enableTracingAndMetrics: true,
});

Basic examples

The simplest way to call the text generation model is by using the helper function generate:

// ...configure Genkit (as shown above)...

const response = await generate({
  model: commandRPlus, // model imported from genkitx-cohere
  prompt: 'Tell me a joke.',
});

console.log(await response.text());

Within a flow

// ...configure Genkit (as shown above)...

export const myFlow = defineFlow(
  {
    name: 'menuSuggestionFlow',
    inputSchema: z.string(),
    outputSchema: z.string(),
  },
  async (subject) => {
    const llmResponse = await generate({
      prompt: `Suggest an item for the menu of a ${subject} themed restaurant`,
      model: commandRPlus,
    });

    return llmResponse.text();
  }
);
startFlowsServer();

Tool use

// ...configure Genkit (as shown above)...

const createReminder = defineTool(
  {
    name: 'createReminder',
    description: 'Use this to create reminders for things in the future',
    inputSchema: z.object({
      time: z
        .string()
        .describe('ISO timestamp string, e.g. 2024-04-03T12:23:00Z'),
      reminder: z.string().describe('the content of the reminder'),
    }),
    outputSchema: z.number().describe('the ID of the created reminder'),
  },
  (reminder) => Promise.resolve(3)
);

const result = generate({
  model: llama3x70b,
  tools: [createReminder],
  prompt: `
  You are a reminder assistant.
  If you create a reminder, describe in text the reminder you created as a response.

  Query: I have a meeting with Anna at 3 for dinner - can you set a reminder for the time?
  `,
});

console.log(result.then((res) => res.text()));

Contributing

Want to contribute to the project? That's awesome! Head over to our Contribution Guidelines.

Need support?

Note

This repository depends on Google's Firebase Genkit. For issues and questions related to Genkit, please refer to instructions available in Genkit's repository.

Reach out by opening a discussion on Github Discussions.

Credits

This plugin is proudly maintained by the team at The Fire Company. 🔥

License

This project is licensed under the Apache 2.0 License.