https://github.com/weaviate-tutorials/next-vector-search
https://github.com/weaviate-tutorials/next-vector-search
weaviate-starter
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/weaviate-tutorials/next-vector-search
- Owner: weaviate-tutorials
- Created: 2024-06-07T14:18:28.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2025-04-09T12:37:56.000Z (about 1 year ago)
- Last Synced: 2025-04-11T08:30:20.225Z (about 1 year ago)
- Topics: weaviate-starter
- Language: TypeScript
- Homepage:
- Size: 1.78 MB
- Stars: 6
- Watchers: 1
- Forks: 5
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# Generative Search with [Weaviate](https://weaviate.io/), Next.js and [Open AI](https://openai.com/)
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](https://weaviate.io/developers/weaviate/quickstart#step-2-create-an-instance)
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](https://platform.openai.com/account/api-keys))
- your Cohere API key as `COHERE_API_KEY` (you can get this in your [Cohere settings](https://dashboard.cohere.com/api-keys))
- your Weaviate API key as `WEAVIATE_ADMIN_KEY` (you can get this in your [Weaviate dashboard](https://console.weaviate.cloud/dashboard) under sandbox details)
- your Weaviate host URL as `WEAVIATE_HOST_URL` (you can get this in your [Weaviate dashboard](https://console.weaviate.cloud/dashboard) under sandbox details)
5. Import your data and initialize your collections with the following command
```
yarn run import
```
5. Start your app with the following command
```
yarn dev
```
6. 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](https://weaviate.io/developers/weaviate/modules/reader-generator-modules/generative-openai)
- [Vector Search](https://weaviate.io/developers/weaviate/search/similarity)
## 🤷🏾♂️ Troubleshooting
- Check out the [Weaviate Docs](https://weaviate.io/developers/weaviate)
- Open an [Issue](https://github.com/malgamves/vue-vector-search-demo/issues/new)