llama-index-retrievers-vertexai-search 0.0.1

llama-index retrievers vertex ai search integration

LlamaIndex Retrievers Integration: Vertex AI Search

Vertex AI Search

Vertex AI Search helps developers build secure, Google-quality search experiences for websites, intranet and RAG systems for generative AI agents and apps. Vertex AI Search is a part of Vertex AI Agent Builder.

Vertex AI Agent Builder: Create AI agents and applications using natural language or a code-first approach. Easily ground your agents or apps in enterprise data with a range of options. Vertex AI Agent Builder gathers all the surfaces and tools that developers need to build their AI agents and applications..

Installation

pip install llama-index-retrievers-vertexai-search

Usage

from llama_index.retrievers.vertexai_search import VertexAISearchRetriever

retriever = VertexAISearchRetriever(
        project_id=PROJECT_ID,
        data_store_id=DATA_STORE_ID,
        location_id=LOCATION_ID,
        engine_data_type=1
    )

query = "harry potter"
retrieved_results = retriever.retrieve(query)

# Prints the first retrieved result
print(retrieved_results[0].get_content())

Notebook

Explore the retriever using Notebook present at: