Pinecone
Long-term Memory for AI. The Pinecone vector database makes it easy to build high-performance vector search applications. Developer-friendly, fully managed, and easily scalable without infrastructure hassles.
Integrate the Pinecone API with the OpenAI (ChatGPT) API
Setup the Pinecone API trigger to run a workflow which integrates with the OpenAI (ChatGPT) API. Pipedream's integration platform allows you to integrate Pinecone and OpenAI (ChatGPT) remarkably fast. Free for developers.
Popular Ways to Connect Pinecone with OpenAI (ChatGPT)#
Popular Pinecone 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 Pinecone and OpenAI (ChatGPT) Actions#
Deletes one or more vectors by ID, from a single namespace. See the docs.
The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here
Looks up and returns vectors by ID, from a single namespace.. See the docs.
Searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores. See the docs.
Overview of Pinecone#
The Pinecone API enables you to work with vector databases, which are essential for building and scaling applications with AI features like recommendation systems, image recognition, and natural language processing. On Pipedream, you can create serverless workflows integrating Pinecone with other apps, automate data ingestion, query vector databases in response to events, and orchestrate complex data processing pipelines that leverage Pinecone's similarity search.
Connect Pinecone#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
pinecone: {
type: "app",
app: "pinecone",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.pinecone.io/collections`,
headers: {
"Api-Key": `${this.pinecone.$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}`,
},
})
},
})