We heard a lot of AI tools have just been published and each of them works for different purposes. At Sweephy, we created our model pool by using the most powerful open-source models for non-tech people - to get insight from the raw data!
Hey Product Hunt community! 👋
We are excited to introduce you to Sweephy, a SaaS platform designed to make it easy for anyone to create value from data, regardless of their technical background.
Why we built Sweephy:
As data enthusiasts and experts in the field, we experienced first-hand the challenges of extracting value from raw, unstructured data. We realized that many businesses and individuals lacked the technical skills or resources required to effectively analyze and process data.
With Sweephy:
1. Data merge
- Merge data from different sources, integrate with various databases, CRM tools like Hubspot, Zendesk, etc
2. Data cleaning
- Clean merged data by using no-code operations such as deduplication, normalization, and manipulation
3- Data Analytics
- Analyze the data by just selecting the chart type
- Write SQL queries by OpenAI and customize them
- Interpret the data by showing graph to OpenAI
4- ML Pool
- Not just an OpenAI integration, Sweephy has 15 pre-trained models for specific use-cases
- Text classification, Image segmentation, Audio intent classification, AND
->⭐SweephyGPT⭐ which you can create your own ML model by just writing plain text!
How does it work?
- You can get raw data from the database, clean it, analyze it, and put it into any Machine learning model without writing any line of code 🙌
Note:I did not use the product.
Feature Suggesstion - Prompt to Dataset generator using prompt engenering and ChatGPT or the Code Interpreter model.I had noticed that ChatGPT with GPT 3.5 generates accurate data when asked to give it in a very vaired range in a tab.Potentailly such specific prompts are not needed in the Code Interpreter modle to get the same results.Having a model to generate a dataset for the user with an accurate accuracy predictor text based model may be benificial for the users as it will allow them to use the product and while they might get lesser accurate response they will not have to spend the time and money to get datasets created and it might not be possible in some cases.It might take a few hours to add the feature if it is decided to add the feature or potentially an even much better feature in the future.
I've learned data processing tools before, but honestly, they're hard to use, and if I don't use them consistently, I forget them quickly. I think sweephy will do a good job in that regard!
I started using Sweephy a few months ago and I have to say it’s a game-changer for me. Sweephy lets me access and analyze data from different sources without any coding or hassle. I can just drag and drop the data I want, apply filters and calculations, and create beautiful reports and dashboards. Sweephy helps me understand my data better and make smarter decisions based on facts, not guesses. It’s not perfect, sometimes it can be slow or buggy, but the support team is always responsive and helpful. I think Sweephy is a great tool for anyone who wants to get more out of their data.
How can Sweephy help non-tech people better understand their data and make decisions? What experiences or insights have you gathered while creating this product?
something is wrong in the registration... it asks for the verification code before I even signed up and after I sign up - I didnt get any code so I can login... Will be happy to try again when fixed.
