Demonstrate how to use LLamaIndex to retrieve financial reports stored in AWS S3

Question

Can you tell me Demonstrate how to use LLamaIndex to retrieve financial reports stored in AWS S3.

Answer 1

You can use LlamaIndex with AWS S3 to retrieve and query financial reports by integrating S3 storage with LlamaIndex's document loading and retrieval capabilities.

Here is the code snippet you can refer to:

In the above code we are using the following key points:

• S3 Integration – Downloads financial reports from an AWS S3 bucket.
• LlamaIndex Integration – Uses SimpleDirectoryReader to load documents.
• Vector Search – Converts documents into a searchable index.
• Query Execution – Enables users to retrieve insights from reports.

Hence, LlamaIndex allows seamless financial report retrieval from AWS S3, enabling efficient search and analysis using AI-driven queries.