thundermiracle/next-notion-search-openai

Answer questions based on contents in notion pages by OpenAI

next-notion-search-openai

An AI powered search starter for Notion. Based on https://github.com/supabase-community/nextjs-openai-doc-search.

Settings

Supabase

# Install Supabase CLI
brew install supabase/tap/supabase

mv .env.example .env

# Start Supabase Docker container
# Copy anon key & service_role key to .env
supabase start

# If you fogert to copy the keys, you can get them with:
supabase status

# migration
supabase migration up

OpenAI

Get your key at https://platform.openai.com/account/api-keys, and set it to .env file.

Notion

Get your key at https://www.notion.so/my-integrations, and set it to .env file.

Install Packages

pnpm i

Generate Vectors

pnpm embeddings

Start

pnpm dev

Access http://localhost:3000

Vectors Generation Flow

sequenceDiagram
    participant Notion
    participant Vercel
    participant DB (pgvector)
    participant OpenAI (API)
    loop 1. Pre-process the knowledge base
        Notion->>Vercel: get all notion pages
        Vercel->>Vercel: transform notion pages to markdown
        loop 2. Create & store embeddings
            Vercel->>OpenAI (API): create embedding for page section
            OpenAI (API)->>Vercel: embedding vector(1536)
            Vercel->>DB (pgvector): store embedding for page section
        end
    end

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License

This project is licensed under the terms of the MIT license.