RAG & Knowledge Basesfree

Development Done Chat with PDF Via Telegram

by Intuz Updated Aug 2026

Requires

TelegramGoogle Gemini

1/5

STEPS · 17

Starts on a Telegram event

On a Telegram message, answers PDF questions using Gemini embeddings and Pinecone vector retrieval, replying back in Telegram.

Drive Document Chat Agent

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

On a Google Calendar event, retrieves context from a vector database and generates an AI summary with OpenAI.

On a Google Calendar event, retrieves context from a vector database and generates an AI answer with OpenAI.