llama-hub/loader_hub/elasticsearch

Elasticsearch Loader

The Elasticsearch Loader returns a set of texts corresponding to documents retrieved from an Elasticsearch index. The user initializes the loader with an Elasticsearch index. They then pass in a field, and optionally a JSON query DSL object to fetch the fields they want.

Usage

Here's an example usage of the ElasticsearchReader.

from llama_index import download_loader

ElasticsearchReader = download_loader("ElasticsearchReader")

reader = ElasticsearchReader(
    "http://localhost:9200",
    index_name,
)


query_dict = {"query": {"match": {"message": {"query": "this is a test"}}}}
documents = reader.load_data(
    "<field_name>", query=query_dict, embedding_field="field_name"
)

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. See here for examples.