ALight Technology And Services Limited: June 2025

Sunday, June 29, 2025

Adapting to Microsoft for Startups Program Changes and Prioritizing Cost Optimization

Many of you know, ALight Technology And Services Limited and ALight Technologies USA Inc has benefited greatly from the Microsoft for Startups Founders Hub program, with significant Azure credits, technical support, and access to a robust ecosystem of tools and mentorship. These resources have been instrumental in developing WebVeta reducing early-stage technology costs, and helping me focus on building the product. My honest gratitude for Microsoft for Startup Founders although the sponsorship ends soon.

NOT associated to invisible spying drones capable of video cameras, speakers pervert peeps - some kind of extremist, narcissists doing identity distortion, identity theft.

I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000, my parents, my elder sister.

Recent Updates from Microsoft for Startups

Microsoft recently announced important changes to its startup support program, effective June 30, 2025, while existing credits will remain available until current expiration date.

What This Means for WebVeta

With my current Azure credits set to expire in the coming months, I am proactively evaluating cloud infrastructure and operational expenses. My focus for the next few weeks would be cost optimization and tiering WebVeta’s services to ensure efficient and sustainable in the transition to a pay-as-you-go model.

I would keep you updated on the progress and any changes that may affect WebVeta.

Gratitude to Microsoft for Startups

My heartfelt thanks for Microsoft for Startups team for their unwavering support. The Azure credits, technical guidance, and access to expert networks have been pivotal in my journey so far. I am grateful for Microsoft for Startups.

Looking Ahead

Change is a constant in the startup world, and adaptability is key to long-term success. I am confident that the steps I am taking will position WebVeta for sustainable growth and continued innovation.

Follow on social media to stay updated on the latest developments:

ALight Technologies USA Inc | Facebook

https://www.facebook.com/ALightTechnologyAndServicesLimited

Web Veta | Facebook

WebVeta Saas | LinkedIn

https://www.linkedin.com/company/alight-technologies-usa-inc/

https://www.linkedin.com/company/alight-technology-and-services-limited/

https://twitter.com/ALightTech

https://www.youtube.com/@alighttechnologyandservicesltd

https://blog.alightservices.com/

https://medium.com/@ALlightTechnologyAndServices

Best regards,

Mr. Kanti Arumilli

I don’t have any fake aliases, nor any virtual aliases like some of the the psycho spy R&AW traitors of India. NOT associated with the “ass”, “es”, “eka”, “ok”, “okay”, “is”, erra / yerra karan, kamalakar, diwakar, kareem, karan, erra / yerra sowmya, erra / yerra, zinnabathuni, bojja srinivas (was a friend and batchmate 1998 – 2002, not anymore – if he joined Mafia), mukesh golla (was a friend and classmate 1998 – 2002, if he joined Mafia), erra, erra, thota veera, uttam’s, bandhavi’s, bhattaru’s, thota’s, bojja’s, bhattaru’s or Arumilli srinivas or Arumilli uttam(may be they are part of a different Arumilli family – not my Arumilli family).

Wednesday, June 4, 2025

Enhancing Website Search with Dense Embeddings: WebVeta's $60 Tier

NOT associated to invisible spying drones capable of video cameras, speakers pervert peeps - some kind of extremist, narcissists doing identity distortion, identity theft.

WebVeta’s Free Tier allows keyword search i.e shows search results based on keyword matches.

This blog post is about the $60 tier.

I thank Microsoft for Startup Founders, Corporate Vision Magazine, Government of U.K, Perplexity, NASSCOM 10000.

In today’s digital landscape, providing users with an efficient and accurate search experience is crucial for any website. As websites grow in content volume, traditional full-text search methods often fall short in delivering relevant results. This is where advanced techniques like dense embeddings come into play. In this blog post, we'll explore how WebVeta's $60 tier leverages dense embeddings to enhance search capabilities and compare it with other technologies such as Qdrant.

Understanding Dense Embeddings

Dense embeddings are a powerful tool in the realm of information retrieval. Unlike sparse representations that rely on exact keyword matches, dense embeddings convert text into continuous vector spaces. This allows for capturing semantic similarities between words or phrases, enabling more nuanced and context-aware search results.

Key Benefits:

- Semantic Understanding: Dense embeddings can understand synonyms and related concepts, improving result relevance.

- Contextual Search: They allow searches based on the meaning rather than just keywords, providing a richer user experience.

- Scalability: Efficiently handle large datasets by reducing dimensionality while preserving semantic information.

WebVeta's $60 Tier: A Comprehensive Solution

WebVeta’s $60 tier is designed for websites looking to enhance their search capabilities without breaking the bank. This tier offers several advanced features, including dense embeddings, making it a compelling choice for businesses aiming to improve user engagement and satisfaction.

Features of the $60 Tier:

1. Dense Embeddings Integration: By incorporating dense embeddings, WebVeta enhances its full-text search with semantic understanding, allowing users to find content that is contextually relevant.

2. Higher Limits: Compared to free tier, this tier offers generous limits on webpages and searches per month, making it suitable for medium-sized websites.

3. NLP Techniques: Natural Language Processing (NLP) techniques are employed to further refine search accuracy, ensuring users get the most pertinent results.

Practical Example:

Imagine a user searching for "best practices in digital marketing." With dense embeddings, WebVeta can understand that this query is related to topics like SEO strategies, content creation tips, and social media engagement. As a result, it retrieves articles covering these areas, even if they don't contain the exact phrase.

Ease of Integration: WebVeta’s $60 tier can be easily integrated into any website by copying and pasting just a few lines of HTML, making it accessible even for those with basic technical skills.

Cost Efficiency: At $60 per year, WebVeta’s tier is competitively priced, especially when considering the additional features it provides.

The costs of embedding are included, although $60 offers semantic search capabilities, not suitable for RAG answers. $200, $1000 tiers are optimized for RAG!

On a certain scoring method, $60 tier achieves score of 48, $200 and $1000 tiers achieved score of 57 with our included free embeddings, while industry grade top paid embeddings achieved scores of 58 and 59.

Get a 15 day free trial without payment information! If you want extended free trial do contact me. https://webveta.alightservices.com/

Conclusion

Incorporating dense embeddings into your website’s search functionality can significantly enhance the user experience by providing more relevant and context-aware results. WebVeta's $60 tier offers a cost-effective solution that combines dense embeddings with other advanced features, making it an excellent choice for websites looking to upgrade their search capabilities.

By choosing WebVeta, you not only benefit from cutting-edge technology but also gain a competitive edge in delivering superior user experiences. As the digital landscape continues to evolve, investing in robust search solutions like WebVeta’s $60 tier will ensure your website remains accessible and engaging for all users.