Auto ChatGPT Retrieval Plugin

Effortlessly create and deploy your own ChatGPT Retrieval Plugins with auto-retrieval-plugin, a powerful command-line tool that takes care of hosting and server setup for you!

Quick Start

Installation

1. Ensure you have Python 3.8 or later.
2. Install the tool via pip:

pip install auto-retrieval-plugin

Deployment

1. Run the following command to deploy the plugin:

auto-retrieval-plugin deploy --key <your openai key>

2. Store the "Gateway (Http)" URL and the Bearer token provided in the output.

╭──────────────────────── 🎉 Flow is available! ────────────────────────╮
│                                                                       │
│   ID               retrieval-plugin-<plugin id>                       │
│   Gateway (Http)   https://retrieval-plugin-<plugin id>.wolf.jina.ai  │
│   Dashboard        https://dashboard.wolf.jina.ai/flow/<plugin id>    │
│                                                                       │
╰───────────────────────────────────────────────────────────────────────╯
Bearer token: <your bearer token>

Data Indexing

1. Gather relevant text data files (PDF, TXT, DOCX, PPTX, or MD) in a directory.
2. Index the data:

auto-retrieval-plugin index --data my_files

Or, use docarray (v0.21.0) for text data:

from docarray import Document, DocumentArray

texts = ['Text 1', 'Text 2', 'Text 3']
docs = DocumentArray([Document(text=text) for text in texts])
docs.save_binary('docs.bin')

And then:

auto-retrieval-plugin index --data docs.bin

Integration

1. Go to OpenAI Plugins.
2. Select "Develop your own plugin".
3. Enter the "Gateway (Http)" URL and Bearer token from the deployment step.

Advanced Usage

Configuration

To tailor the plugin to your needs, change the name and description during deployment:

auto-retrieval-plugin deploy --key <your openai key> --name "Custom Name" --description "Custom description"

If not specified, default values will be used.

Listing Plugins

List your plugins and their status:

auto-retrieval-plugin list

Output:

Plugin ID: ece735568f | Status: Serving

Deleting Plugins

Delete a plugin:

auto-retrieval-plugin delete <plugin id>

Indexing Specific Plugins

Index data for a specific plugin:

auto-retrieval-plugin index --data my_files --id <plugin_id>

If the plugin ID is not specified, the last created plugin will be indexed.