llama-index-readers-zulip 0.3.0

llama-index readers zulip integration

Zulip Loader

The Zulip Loader is a Python script that allows you to load data from Zulip streams using a Zulip bot's API token. It fetches messages from specified streams or all streams if none are specified, and returns a list of documents with the stream content.

Prerequisites

Create a Zulip bot and obtain its API token. Follow the instructions in the Zulip documentation to create a bot and get the API key (token).

Set the ZULIP_TOKEN environment variable to your Zulip bot's API token:

export ZULIP_TOKEN="your-zulip-bot-api-token"

Installation

You can install the Zulip Reader via pip:

pip install llama-index-readers-zulip

Usage

Use the ZulipReader class to load data from Zulip streams:

from zulip_loader import ZulipReader

# Initialize the ZulipReader with the bot's email and Zulip domain
reader = ZulipReader(
    zulip_email="[e-mail]",
    zulip_domain="your-zulip-domain.zulipchat.com",
)

# Load data from all streams
data = reader.load_data(reader.get_all_streams())

# Load data from specific streams
stream_names = ["stream1", "stream2"]
data = reader.load_data(stream_names)
# This will return a list of documents containing the content of the specified streams.

For more customization, you can pass the reverse_chronological parameter to the load_data() method to indicate the order of messages in the output.

This loader is designed to be used as a way to load data into LlamaIndex and/or subsequently used as a Tool in a LangChain Agent.