Extract any custom user-defined entities from free text such as names, dates, prices and more!
Extract custom data from text using AI Textraction. See the documentation
Write Python and use any of the 350k+ PyPi packages available. Refer to the Pipedream Python docs to learn more.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
ai_textraction: {
type: "app",
app: "ai_textraction",
}
},
async run({steps, $}) {
const data = {"text":"John Doe is a software engineer with 5 years of experience. He specializes in web development and has expertise in multiple programming languages such as JavaScript, Python, and HTML. John has worked on various projects, including e-commerce websites and mobile applications. In his free time, John enjoys playing the guitar, hiking, and reading books.","entities":[{"var_name":"first_name","type":"string","description":"first name of the person"},{"var_name":"last_name","type":"string","description":"last name of the person"},{"var_name":"years_of_experience","type":"integer","description":"years of experience"},{"var_name":"programming_languages","type":"array[string]","description":"programming languages experienced with"},{"var_name":"hobbies","type":"array[string]","description":"hobbies"}]}
return await axios($, {
method: "post",
url: `https://ai-textraction.p.rapidapi.com/textraction`,
headers: {
"x-rapidapi-host": `ai-textraction.p.rapidapi.com`,
"x-rapidapi-key": `${this.ai_textraction.$auth.rapid_key}`,
},
data,
})
},
})
Develop, run and deploy your Python code in Pipedream workflows. Integrate seamlessly between no-code steps, with connected accounts, or integrate Data Stores and manipulate files within a workflow.
This includes installing PyPI packages, within your code without having to manage a requirements.txt
file or running pip
.
Below is an example of using Python to access data from the trigger of the workflow, and sharing it with subsequent workflow steps:
def handler(pd: "pipedream"):
# Reference data from previous steps
print(pd.steps["trigger"]["context"]["id"])
# Return data for use in future steps
return {"foo": {"test":True}}