RAG & Knowledge Basesfree

Extract Insights from LinkedIn with Apify, Pinecone Assistant, and GPT 4.1

by PineconeUpdated Aug 2026

RequiresOpenAI

1/5

FLOWS

STEPS · 8

Runs on a schedule

On a schedule, scrapes LinkedIn via Apify, indexes the content into Pinecone Assistant, and answers questions with a GPT-4.1 chat agent.

Scheduled Pinecone RAG Pipeline

On a schedule, embeds Google Drive files into Pinecone with OpenAI and answers chat questions via an AI agent.

On a schedule, fetches App Store reviews, embeds them into Pinecone, and posts an OpenAI-generated summary to Slack.

On a weekly schedule, an OpenAI agent compiles paid-ads performance via MCP and sends the report through Slack and Gmail.