Automated SQLite-to-OpenSearch Sync with OpenAPI Wrapper

[Contexter]

Concept: Automated SQLite-to-OpenSearch Mechanism and OpenAPI Wrapper

We propose an automated mechanism for syncing SQLite databases to Amazon OpenSearch, paired with an OpenAPI wrapper to expose OpenSearch functionality for a GPT client.

Architecture Overview:

1. SQLite-to-OpenSearch Automation: A service that automatically serializes SQLite data to JSON and uploads it to OpenSearch. This could run on a schedule or be triggered by new data in SQLite.

2. OpenAPI Wrapper: A FastAPI-based wrapper around the OpenSearch REST API, exposing OpenSearch functionality via OpenAPI for the GPT client.

Detailed Steps:

Step 1: Build an Automated SQLite-to-OpenSearch Sync Service

This service reads from SQLite, serializes data into JSON format, and uploads it to OpenSearch.

• SQLite Serialization: A Python script reads from SQLite and converts the data into JSON.
• Data Sync: The data is uploaded to OpenSearch using the bulk API.

Step 2: Create an OpenAPI Wrapper with FastAPI

• The FastAPI wrapper exposes REST endpoints such as /search and /index to allow the GPT client to interact with OpenSearch.

Step 3: Secure the API

• Implement OAuth2 or JWT token-based authentication to secure the API.

Step 4: Integrate GPT Client

• The GPT client interacts with the OpenAPI wrapper to perform search and indexing operations on OpenSearch.

Step 5: Automate Deployment with AWS Copilot

• Containerize the FastAPI service and deploy using AWS Copilot to handle scaling, networking, and monitoring.

This concept will enable efficient searching and indexing of data for use by GPT clients, providing scalable automation with a secure API interface.