raggify-client 0.3.5

client tool for raggify, a llama index based library for building multimodal RAG systems

Raggify Client

Raggify Client is a lightweight library that extracts only the REST API client portion from Raggify, a comprehensive library that includes server modules.

For details on the Raggify library, please refer to this page.

🚀 How to Install

To install, run:

pip install raggify-client

raggify-client requires a raggify server to be running on the backend. You can specify server host and port in /etc/raggify-client/config.yaml.

host: localhost
port: 8000
topk: 20
log_level: DEBUG

The default config.yaml is generated when raggify-client is run for the first time.

raggify-cilent --help

📚 Use As Library

Assuming the Raggify server is already running, the following program can be executed, for example:

import json

from raggify_client import RestAPIClient

client = RestAPIClient(host="localhost", port=8000)

print(json.dumps(client.status(), indent=2))

client.ingest_url("http://some.site.com")

⌨️ Use As CLI

Assuming the Raggify server is already running, you can execute commands such as the following: