Weaviate
Weaviate is an open-source vector database.
Integrate the Weaviate API with the OpenAI (ChatGPT) API
Setup the Weaviate API trigger to run a workflow which integrates with the OpenAI (ChatGPT) API. Pipedream's integration platform allows you to integrate Weaviate and OpenAI (ChatGPT) remarkably fast. Free for developers.
Popular Weaviate and OpenAI (ChatGPT) Triggers#
Emit new event when a new file is created in OpenAI. See the documentation
Emit new event when a new fine-tuning job is created in OpenAI. See the documentation
Emit new event every time a run changes its status. See the documentation
Popular Weaviate and OpenAI (ChatGPT) Actions#
The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here
Classify items into specific categories using the Chat API
Translate text from one language to another using the Chat API
Transcribes audio into the input language. See docs here.
Overview of Weaviate#
Weaviate is a cloud-native, modular, real-time vector search engine that enables scalable, high-performance semantic search. It's built for a wide range of applications, from autocomplete and similar object suggestions to full-text search and automatic categorization. With the Weaviate API, you can index and search through large amounts of data using machine learning models to understand the content and context of the data. On Pipedream, you can leverage this API to create serverless workflows that automate data ingestion, enrichment, and search capabilities, enhancing your apps with intelligent search functions.
Connect Weaviate#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
weaviate: {
type: "app",
app: "weaviate",
}
},
async run({steps, $}) {
return await axios($, {
url: `${this.weaviate.$auth.cluster_url}//v1/schema`,
headers: {
Authorization: `Bearer ${this.weaviate.$auth.api_key}`,
},
})
},
})
Overview of OpenAI (ChatGPT)#
OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:
Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:
Connect OpenAI (ChatGPT)#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
openai: {
type: "app",
app: "openai",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.openai.com/v1/models`,
headers: {
Authorization: `Bearer ${this.openai.$auth.api_key}`,
},
})
},
})