RAG & Knowledge Basesfree

Vector Store Qdrant to Embeddings Ollama Automation

by Thomas JanssenUpdated Aug 2026

Requires

Vector Store Qdrant

Embeddings Ollama

1/5

STEPS · 5

Starts on a Mcp event

On an MCP request, loads documents and stores Ollama embeddings in a Qdrant vector store for retrieval.

Store Notion's Pages as Vector Documents into Supabase with Open

On a Notion page event, splits and embeds page content with OpenAI and stores it in a Supabase vector store.

On a Notion page event, splits page content and embeds it with Google Gemini into a Pinecone vector store.

On a Notion page event, splits and embeds page content with OpenAI and stores it in a Supabase vector store.