RAG & Knowledge Basesfree

Scrape and Ingest Web Content into Pinecone with Firecrawl

by FirecrawlUpdated Aug 2026

RequiresOpenAIOpenRouter

1/5

FLOWS

STEPS · 7

Starts on an incoming request

On a webhook, scrapes a URL with Firecrawl, embeds it via OpenAI into Pinecone, and answers chat queries with an OpenRouter agent.

Google Drive Document Q&A API

Loads Google Drive documents into a Qdrant vector store and answers questions via webhook using OpenAI retrieval QA.

On a webhook, an OpenAI RAG agent over Qdrant answers questions, checks Google Calendar, and replies; indexes Google Drive docs.

On a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.