https://github.com/patelvivekdev/turso-vector-search

A demo AI chatbot with Vercel AI SDK, Turso as vector DB and google gemini model.
https://github.com/patelvivekdev/turso-vector-search

ai chatbot embeddings turso vector-database vercel-ai-sdk

Last synced: about 1 month ago
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A demo AI chatbot with Vercel AI SDK, Turso as vector DB and google gemini model.

• Host: GitHub
• URL: https://github.com/patelvivekdev/turso-vector-search
• Owner: patelvivekdev
• Created: 2024-10-06T21:55:02.000Z (3 months ago)
• Default Branch: master
• Last Pushed: 2024-11-13T03:56:52.000Z (2 months ago)
• Last Synced: 2024-11-13T04:29:49.900Z (2 months ago)
• Topics: ai, chatbot, embeddings, turso, vector-database, vercel-ai-sdk
• Language: TypeScript
• Homepage: https://turso-vector-search.vercel.app
• Size: 710 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Turso Vector Search

This is a simple RAG example of how to use the Turso Vector Search API with Drizzle ORM and Mistral AI | Google AI.

![Turso](./public/turso-vector-search.webp)

## Installation

```bash

bun i

```

### Copy the .env.example to .env and set the values

```bash

cp .env.example .env

```

### Run the migrations

```bash

bun run db:generate

bun run db:migrate

```

### Create Index on Turso

```sql

CREATE INDEX vector_idx ON embeddings (libsql_vector_idx(embedding));

```

### Run the server

```bash

bun run dev

```

## Links

- [Turso](https://turso.tech/)

- [Vercel AI SDK](https://sdk.vercel.ai/)

- [Drizzle](https://orm.drizzle.team/)

- [Mistral](https://docs.mistral.ai/)

- [Google AI](https://ai.google.com/)

- [patelvivekdev](https://patelvivek.dev/)