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631 karma · joined February 17, 2015
Maybe going beyond cyber alternatives is whats needed
i think things like CDNs should be easier to shift
I havent used either but their website leads me to believe they are similar experiences
I've been working on an exciting project called DataSignal, where I'm developing a sophisticated Named Entity Recognition (NER) and enrichment system. This system is designed to identify and extract key entities from blocks of text, such as names, locations, or organizations, and then provide rich contextual information about them. The goal is to transform raw text into meaningful data that users can easily understand and leverage in various applications.
The real magic of DataSignal lies in how it delivers this contextual information. It can be seamlessly integrated into your workflow through a browser plugin, which instantly highlights and explains entities as you browse the web. For developers, DataSignal can be embedded directly into a webpage via JavaScript, enhancing the content on the page with dynamic insights. Additionally, it offers a REST API, allowing for flexible and customizable integration into other software systems.
Whether you're a developer looking to enhance your application with smart text analysis or someone who wants to streamline research and data gathering, DataSignal is poised to bring a new level of insight and efficiency to text analysis. This project aims to make complex data more accessible and actionable, transforming how we interact with and interpret information.
The idea is to make it easier for developers and data scientists to test various models and see how they perform on specific tasks, all within a streamlined framework.
If you're interested in learning more about the approach and trying it out, you can check out the full details in my blog post: Creating a JSON Framework to Test Local Language Models for NER — https://datasignal.uk/blog/ner-framework.html
The code is open source and available on GitHub: NER-llm-blog Repo — https://github.com/DataSignalOrg/NER-llm-blog/tree/master
I’d love to hear your thoughts or suggestions for improvements!
This lead to picking up a few projects from agency which led to a full time job and the rest is history.
It and the ability to do `from 'https://example.com/.csv` is why i love duckdb
The requirements to make things scale- Being part of a team with procedures and processes kills the fun for me.
Once experienced people joined the team we switched to jira.