jakolo121/llm-gcp

LLM & data applications on the Cloud ☁️

What is in this repo?

In this repo, you can find several LLM & data applications written to run on the cloud.

1. LangChain on Cloud Run 🦜️🔗

This application is a simple imeplementation serverless application that runs on Cloud Run.

Cloud Run is a servelerss powerful platform that allows you to run containers that are invocable via HTTP requests or EventArc on GCP.

2. Firestore indexing using pgvector and Cloud SQL

This application is a simple implementation of a Firestore indexing using pgvector and Cloud SQL.

It creates an index of the documents in Firestore and stores them in a Cloud SQL database using pgvector extension. Additionally, it exposes a Cloud Function that allows to query the index.