RAG & Knowledge Basesfree

Simple RAG

by Aji PrakosoUpdated Aug 2026

RequiresOpenAI

1/5

STEPS · 10

Starts on an incoming request

On a form upload, embeds documents into Pinecone, then answers chat questions via an OpenAI agent with Cohere reranking.

Build a Chatbot, Voice Agent and Phone Agent with Voiceflow, Google Calendar and RAG

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.

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