Generative Search with Weaviate, Next.js and Open AI

This repo should help get you started developing with Weaviate and React.

Installation

1. Clone the repo with the following command

   git clone https://github.com/weaviate-tutorials/next-vector-search
   

2. Install the necessary project dependencies with the following command

   yarn install
   

3. Create a Weaviate instance on Weaviate Cloud Services as described in this guide

4. Create a .env file and add the following keys

   • your Open AI API key as OPENAI_API_KEY (you can get this in your Open AI settings)
   • your Cohere API key as COHERE_API_KEY (you can get this in your Cohere settings)
   • your Weaviate API key as WEAVIATE_ADMIN_KEY (you can get this in your Weaviate dashboard under sandbox details)
   • your Weaviate host URL as WEAVIATE_HOST_URL (you can get this in your Weaviate dashboard under sandbox details)

5. Import your data and initialize your collections with the following command

   yarn run import
   

6. Start your app with the following command

   yarn dev
   

7. Search away!!

💫you can tweak the prompt for the generative search by editing this line of code

📚 Resources

Learn more about Weaviate applications

• Weaviate Generative Search
• Vector Search

🤷🏾‍♂️ Troubleshooting

• Check out the Weaviate Docs
• Open an Issue