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@spiceai/spice-ai-provider

v0.0.3

Published

<img src="https://www.spiceai.org/spice-logotype.png" alt="spice ai" width="64" />

Downloads

1,703

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Links

Git

Maintainers

aurashbaurashbspiceaibotspiceaibotlukespicelukespicephillipleblancphillipleblanc

Keywords

aispiceai

Readme

Spice AI Provider

Vercel AI Provider for Spice runtime

Installation

npm install @spiceai/spice-ai-provider

Usage

Check Spice.ai to learn how to install and get started with local runtime:

Connect to local spice runtime

You can import default spice provider instance spice from @spiceai/spice-ai-provider

import { spice } from "@spiceai/spice-ai-provider";

If you need a cusom setup, use createSpice and create provider with your settings:

import { createSpice } from "@spiceai/spice-ai-provider";

const spice = createSpice({
  // ...
});

Provider settings:

  • baseURL - optional, defaults to http://localhost:8090/v1

Example

Navigate to examples/sample-app

  1. Install Spice runtime. Learn more.
curl https://install.spiceai.org | /bin/bash

  1. Copy .env.example → .env, and set your OpenAI API key and GitHub PAT for data connector

  2. Start Spice runtime

spice run
Checking for latest Spice runtime release...
Spice.ai runtime starting...
2024-09-10T14:17:37.598982Z  INFO runtime::flight: Spice Runtime Flight listening on 127.0.0.1:50051
2024-09-10T14:17:37.599070Z  INFO runtime::metrics_server: Spice Runtime Metrics listening on 127.0.0.1:9090
2024-09-10T14:17:37.599263Z  INFO runtime::http: Spice Runtime HTTP listening on 127.0.0.1:8090
2024-09-10T14:17:37.600010Z  INFO runtime::opentelemetry: Spice Runtime OpenTelemetry listening on 127.0.0.1:50052
2024-09-10T14:17:38.175204Z  INFO runtime: Embedding [openai_embeddings] ready to embed
2024-09-10T14:17:38.175396Z  INFO runtime: Tool [document_similarity] ready to use
2024-09-10T14:17:38.175416Z  INFO runtime: Tool [table_schema] ready to use
2024-09-10T14:17:38.175421Z  INFO runtime: Tool [sql] ready to use
2024-09-10T14:17:38.175428Z  INFO runtime: Tool [list_datasets] ready to use
2024-09-10T14:17:38.179149Z  INFO runtime: Initialized results cache; max size: 128.00 MiB, item ttl: 1s
2024-09-10T14:17:38.179779Z  INFO runtime: Loading model [gpt-4o] from openai:gpt-4o...
2024-09-10T14:17:38.686558Z  INFO runtime: Model [gpt-4o] deployed, ready for inferencing
2024-09-10T14:17:39.174429Z  INFO runtime: Dataset vercel_ai_docs registered (github:github.com/vercel/ai/files/main), acceleration (arrow), results cache enabled.
2024-09-10T14:17:39.175632Z  INFO runtime::accelerated_table::refresh_task: Loading data for dataset vercel_ai_docs
2024-09-10T14:17:51.810106Z  INFO runtime::accelerated_table::refresh_task: Loaded 143 rows (2.29 MiB) for dataset vercel_ai_docs in 12s 634ms.
  1. Start the web app
npm run dev

Navigate to http://localhost:3000, and now you can chat with Vercel AI SDK docs:

CleanShot 2024-09-10 at 23 40 39@2x