Sync website changes to a vector database

Created by

Anxo Brocos

Actor

RAG Freshness - Incremental Vector Updates

Turn public page changes into vector-ready upsert and delete actions for Pinecone, Qdrant, Weaviate, pgvector, or your own database.

Try for free

RAG Freshness - Incremental Vector Updatesbrocoswork/omniapi-rag-freshness

URL

Baseline

Changed

+5 fields

Input

Page to monitor(required)

url:https://example.com

Maximum characters per chunk:1800

Chunk overlap:120

Snapshot store name:rag-task-vector-sync

Output fields

URL

Baseline

Changed

Upserts

Deletes

Embeddings avoided

Error

Processed

How it works

Sign up on Apify or log in

The RAG Freshness - Incremental Vector Updates Actor is ready to run with the inputs already set for "Sync website changes to a vector database". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Sync website changes to a vector database" task

The RAG Freshness - Incremental Vector Updates Actor will start running based on the input automatically. You can also change all the input fields, like page to monitor, maximum characters per chunk, and more, to match your specific use case.

Receive the "Sync website changes to a vector database" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as OK, URL, baseline, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Sync website changes to a vector database" task via API.