LlamaIndex Readers Integration: Pathway
Overview
Pathway Reader is a utility class for retrieving documents from the Pathway data indexing pipeline. It queries the Pathway vector store to get the closest neighbors of a given text query.
Installation
You can install Pathway Reader via pip:
pip install llama-index-readers-pathway
Usage
from llama_index.readers.pathway import PathwayReader
# Initialize PathwayReader with the URI and port of the Pathway server
reader = PathwayReader(host="<Pathway Host>", port="<Port>")
# Load data from Pathway
documents = reader.load_data(
query_text="<Query Text>", # The text to get the closest neighbors of
k=4, # Number of results to return
metadata_filter="<Metadata Filter>", # Filter to be applied
)
This loader is designed to be used as a way to load data into LlamaIndex.
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