BigML
Machine Learning made beautifully simple. A company-wide platform that runs in any cloud or on-premises to operationalize Machine Learning in your organization.
Integrate the BigML API with the OpenAI (ChatGPT) API
Setup the BigML API trigger to run a workflow which integrates with the OpenAI (ChatGPT) API. Pipedream's integration platform allows you to integrate BigML and OpenAI (ChatGPT) remarkably fast. Free for developers.
Popular Ways to Connect BigML with OpenAI (ChatGPT)#
Popular BigML and OpenAI (ChatGPT) Actions#
Create a batch prediction given a Supervised Model ID and a Dataset ID. See the docs.
The Chat API, using the gpt-3.5-turbo or gpt-4 model. See docs here
Create a model based on a given source ID, dataset ID, or model ID. See the docs.
Create a source with a provided remote URL that points to the data file that you want BigML to download for you. See the docs.
Connect BigML#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
bigml: {
type: "app",
app: "bigml",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://bigml.io/andromeda/source`,
params: {
username: `${this.bigml.$auth.username}`,
api_key: `${this.bigml.$auth.api_key}`,
},
})
},
})
Overview of OpenAI (ChatGPT)#
The OpenAI API is a powerful tool that provides access to a range of
high-powered machine learning models. With the OpenAI API, developers can
create products, services, and tools that enable humanizing AI experiences, and
build applications that extend the power of human language.
Using the OpenAI API, developers can create language-driven applications such
as:
- Natural language understanding and sentiment analysis
- Text-based search
- Question answering
- Dialogue systems and conversation agents
- Intelligent text completion
- Text summarization
- Text classification
- Machine translation
- Language generation
- Multi-factor authentication
- Anomaly detection
- Text analysis
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}`,
},
})
},
})