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:
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