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Wordlit

Sahir Maharaj · Operations & Productivity

SaaSNo attestation published

Certification per Microsoft Marketplace.

Artificial IntelligenceMachine Learning
Provenance reach3 of 12 layers traced

Evidence tier Source Confirmed · 9 captures on record

User rating5 ★4 reviews on the listing
Runs onSaaSSaaS
ProvenanceUnknown33% of the provenance layers this product can disclose
Evidence riskHighSign in to see the basis for this band.

What the publisher says

As described on Microsoft Marketplace.

Clarity in Complexity

Wordlit is a pioneering application designed to demystify

Show the rest of the publisher’s description (58 more lines)

the processes of Natural Language Processing (NLP) models by transforming text into

easy-to-understand knowledge graphs. This tool aims to bridge the gap between intricate

decision-making mechanisms of NLP models and clear, visual representations of

how words and concepts interrelate. By making these models more accessible, Wordlit

enables a deeper understanding of how NLP works, including how it draws

connections, recognizes entities, and infers meanings.

From Text to Insight

The primary purpose of Wordlit is to enhance the

understanding and research of NLP technologies by providing a straightforward

visualization of text analysis. This is beneficial for researchers who can

leverage these visualizations to identify the strengths, weaknesses, and biases

inherent in different NLP models. The application simplifies the otherwise

complicated analysis of textual data, making it a helpful tool for both novice

learners and experienced researchers in the field of artificial intelligence

and linguistics.

Empower Your Research, Elevate Your Learning

Wordlit offers a unique visual approach to

understanding the mechanics of NLP, making it easier for researchers and

enthusiasts to grasp complex concepts. Additionally, with over 490,000 users and being the #1 favourited application on Streamlit.io, Wordlit has a track

record of effectiveness and popularity within the community. Its ability to

simplify and visually represent text analysis encourages a wider range of users

to explore and benefit from NLP technologies.

Key Features

  • Convert complex

text analyses into intuitive visual graphs, simplifying the understanding of

relationships and connections.

  • Adjust the layout spacing, color scheme, and more, which

is great for tailoring the visual output to one's preferences.

  • Explore statistics and analytical measures for the

generated graphs to understand the complexity and depth of analysis.

  • Upload various file formats like TXT, DOCX, and PDF,

offering flexibility in the types of documents that can be analyzed.

Future Roadmap

Looking forward, the development of Wordlit includes several

exciting enhancements that promise to further improve its utility and appeal:

  • Knowledge

Graph In-depth Customization: Users will soon be able to tailor the

knowledge graphs more extensively to fit their specific research needs.

  • Integration

of Llama-3 Models: The inclusion of advanced models will provide

deeper and more accurate analysis capabilities.

  • Increased

Input Sources: Users will soon be able to access a broader range of

input sources, making the tool more versatile.

  • Additional

Quality of Life Features: Ongoing improvements aimed at enhancing the

overall user experience and functionality of the application. (and yes –

Dark Mode support!)

From the Developer

If you're loving Wordlit and have some ideas on how it can

be even better, I’m all ears! Whether it's a spark of

inspiration for a new feature, a tweak to make the existing functions smoother,

or just a shout-out for what you love, your input is invaluable. Connect with me to share your feedback and suggestions:

  • LinkedIn
  • Topmate
  • Newsletter
  • Microsoft Power BI Community
  • Medium

Preview

4 images
Wordlit preview 1Wordlit preview 2Wordlit preview 3Wordlit preview 4

Agent build and provenance

See the full provenance

The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.

Compliance

Government
  • FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27

Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.

Sources

Marketplace listingmarketplace.microsoft.comSource
Privacy PolicyPrivacy PolicySource

Publisher resources

7 links
Wordlit Overview and Community Feedbackcatalogartifact.azureedge.netSource
Documentationgithub.comSource
Live Feedback / Free Trainingtopmate.ioSource
Wordlit Tutorial - Enter Text Manuallywww.youtube.comSource
Wordlit Tutorial - Upload a Filewww.youtube.comSource
Wordlit Tutorial - Enter Website URLwww.youtube.comSource

Linked repositories

1 repo
sahirmaharaj/wordlitgithub · Microsoft MarketplaceSource

Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.

Pricing
Unknown
Not stated
Delivery
SaaS
https://www.linkedin.com/in/sahir-maharaj/
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