Using PromptLoop Tasks
PromptLoop allows you to create direct AI models to build out your datasets with what we call "Tasks". Tasks are the perfect solution for businesses that need to automate repetitive work, build differentiated datasets, and save time and resources.
At a high level, tasks allow you to generate consistent, formatted results to fill in blanks and augment your data. They work by taking inputs (typically rows of data) and using them for a search, labeling, or other AI task. You create tasks with a simple prompt that can be used on every row of your data.
Helpful Links
Getting Started
Step 1 - Create a custom task with a simple prompt
Start by creating a task using a prompt in our web editor. Explain what you want and generate a trained and deployed new task in 90 seconds. You can use Excel or Google Sheets, or upload a dataset. The AI will be trained based on your task and requirements.
Two Options to Creating a Task
- Form - Use the form to identify the inputs and outputs you will use. What data or columns will you select for the model (what info do you have) and what new datapoints are you looking for.
- Prompt - Describe in plain language, like you would in an email, what you are looking for and a task will generate. Please review the capabilities to ensure the model will be able to accomplish what you describe.
Use the Form
If you know what the inputs and outputs will be for each row, you can use the form for a faster more accurate task. For example, if you have a list of website and want to return a few questions about them, you can use the form to create a task.
Use a Prompt
If you are using our chat assistant or just want to describe what you need, you can use the simple prompt form. You can think of this like an email request for the data you are looking to build out.
Step 2 - Test, Share, and Refine your Task
Run your task with shareable links for your organization. Promptloop allows unlimited task creation in case you aren't getting the results you want to. You can try adjusting your creation instructions or reach out to us for help. You can refine your tasks as much as you need to ensure the AI model is trained to your specific requirements.
You will be able to see the inputs and outputs that the task generated, as well as the steps it will take to return your data.
Step 3 - Editing Tasks (Optional)
If you need to make a change to a task, like adding an item to find, you can do so with the edit tab found in the more options on the task list or on the test page.
Editing is fast and simple but only available for small changes to tasks. If you need to change the inputs or operation, we suggest making a new task which you can do here.
Step 4 - Upload your data to use the task
Once you have a task, you can upload data with the appropriate inputs to run it on your files. When you run a task on a file, you will get a new version of your data with all of the new columns that the task provide. You can then explore this in the datasets tab where you can search and filter your results
What are Customers use us for today
We built custom tasks to meet the enormous variety of nuanced searches that our customers are using PromptLoop for every day. Custom Tasks allow you to craft and drive an AI task in as simple a form factor as possible - and then let it work for you on top of your datasets like a well-trained analyst. Some examples of Research jobs that have made significant custom tasks
- Domain-specific research - Does this company require HIPPA compliance software solutions? Who are their customers? What recent blog posts have they published
- Find information about small businesses like contact info, locations, and services.
- Market Sizing - Does this company offer X product or operate in Y space? (Scale of 1-10)
- Taking a list of addresses - what public ownership information exists
Need more?
PromptLoop is a growing platform. Our tasks can currently cover various customer tasks but we are constantly adding capabilities. Custom Tasks will handle your job and will be completed per your specifications. You can monitor the progress and make any necessary adjustments along the way.
This is a powerful tool that can revolutionize the way you handle business tasks. Get started with Custom Tasks today!
To get started with Custom Tasks, request a demo here
Capabilities Detail
PromptLoop tasks draw on a wide range of capabilities that are combined to provide you a simple command and tool to use to accomplish your goals. Each task can draw on AI language models, search services, and our web browsers to provide precise and customized solutions. Current capabilities give an overview of what PromptLoop Tasks can accomplish well, and the roadmap indicates areas under development. If you have specific questions or would like to enquire about capabilities, please reach out to the team here.
Current Capabilities
Web Research Focused
- Keyword Extraction
- Classification of websites based on criteria
- Summarization of websites or data
- Specific, structured data extraction from websites
- Google reviews retrieval
Text Analysis and Transformation
- Fixed example labeling
- Sentiment and summarization of natural language processing
- Dynamic content creation
- Translation
- Keyword extraction
Sample Use Cases
- Investment / Search fund target research and business data enrichment
- Filtering unformatted data for use in quantitative studies and decision-making
- Classifying 1000s of websites into various categories based on their content in less than an hour.
- Structured summarization of medical papers.
- Keyword and Tag Extraction from unstructured text data
- Multi Step Natural Language Processing for text data
- Classifying companies based on the number of reviews
- Enriching business data across unique and customized data points and questions
Roadmap
Near-term releases or capabilities available on request:
- Full page comparison (given 1 or 2 websites classify similar businesses)
- Proprietary data integration (bring your data)
- Continued improvements in strict typing and structuring of data to match desired outputs
- Search services on enriched data
- List aggregation (generate a list matching specifications)
- Full dataset creation