RST Software

Nasi Architekci właśnie zakończyli dwudniowe szkolenie z budowania systemów RAG (Retrieval-Augmented Generation) bez użycia AWS, Azure czy innych dużych dostawców. Wszystko z zachowaniem pełnej prywatności 🔐

💡Czego się nauczyliśmy?

✅ Jak przygotować dane do bazy wektorowej (embeddings)
✅ Jak zaprojektować Semantic Search oparty na własnej bazie
✅ Jak zintegrować to z ChatGPT – używając Google Colab, Gradio i Hugging Face
✅ Jak działa architektura RAG i modele językowe od środka
✅ Fine-tuning modeli ✨

Szkolenie przeprowadził Marcin Wierzbiński z firmy Sages, dziękujemy za tą dawkę wiedzy! 😉

Przedstawiciele naszej firmy oraz .eu wzięli udział w Snowflake Summit 2025 w San Francisco, gdzie tematem przewodnim była AI i Data Cloud. 🌐

🚀 Podczas inspirujących sesji i demo poznaliśmy, jak Snowflake upraszcza wykorzystanie danych na potrzeby AI – od integracji po możliwość tworzenia systemów agentowych.

💡Wróciliśmy z wiedzą o przyszłościowej architekturze danych, governance i agentowych rozwiązaniach AI.

Here’s the truth: most so-called “white-label” solutions fall short because of:
🚫 Limited customization
🚫 Awkward UX
🚫 Features you don’t control – and can’t scale

In 2025, your brand experience is your competitive edge.

If your chat doesn’t feel fully integrated, your users will notice – and bounce.

That’s why more businesses are skipping the templates and building custom white-label chat platforms designed around their brand, their users, and their future.

👉 Read the blog to learn when going custom makes sense, and what it really takes to build a chat experience that looks, feels, and performs like your own: https://www.rst.software/blog/white-label-chat

Have you felt it yet?

🚫 Over-complicated workflows
🚫 Growing subscription costs
🚫 Features you don’t use – but still pay for

Sometimes the best solution isn’t another SaaS – it’s your own custom-built platform.

Custom help desk solutions can be:

✅ Tailored to your exact workflows
✅ Integrated seamlessly with your tools
✅ Scaled as you grow – without the bloat or fees

👉 In this article, we explain when a custom solution is the smarter move – and how to build one that works the way you do: https://www.rst.software/blog/zendesk-alternative

Helmet House was looking for a better way of connecting customers with vendors – cheaper than their existing SMS-based system.

Here’s how we helped them ditch the costly chat software and create a custom, scalable, and secure messaging platform of their own:

https://www.rst.software/case-studies/helmet-house

Most off-the-shelf solutions promise end-to-end encryption – but behind the scenes, your data could still touch third-party servers, expose metadata, or limit your control over key exchange and storage.

In industries where privacy matters, such weak security layer isn’t enough.

That’s why more businesses are exploring custom-built peer-to-peer chat apps – tailored for:
- True E2E encryption
- Zero-trust architecture
- No vendor lock-in or hidden vulnerabilities

👉 Learn everything you really need to know about securing P2P chat – and when it’s time to build your own: https://www.rst.software/blog/peer-to-peer-chat

Most pre-built solutions offer just enough to function – but not enough to win.
🚫 No deep integrations
🚫 Limited call quality controls
🚫 Zero flexibility for your workflows or UX

Meanwhile, in-app calling can be more than support – it can be a differentiator. You know this, right?

A custom-built in-app calling solution gives you:
🎯Full control
🎯 Custom features
🎯 A seamless, branded experience

From sales and onboarding to telehealth, marketplaces, and internal tools – discover what goes into enabling in-app calling right – and why the smartest businesses are going custom in 2025: https://www.rst.software/blog/in-app-calling

In-app calling development made simple – a comparison of custom and off-the-shelf solutions | RST Software Boost user engagement with in-app calling! Discover how to integrate voice and video calls into your app for seamless, real-time communication.

Not all video conferencing tools are created equal. In fact, many businesses overlook the real solution: a custom-built platform.

If you’re using Zoom (or any ready-made solution) and feel limited by its features, security concerns, or scalability, it’s time to think differently.

A custom solution can be tailored for your exact needs, offering:
✅ Seamless integration with your existing tools
✅ A fully branded experience for your customers
✅ Higher security and compliance standards
✅ Greater flexibility and scalability

👉 Read our new blog to discover when custom beats commercial, and what it takes to build your own Zoom alternative, the right way: http://www.rst.software/blog/apps-like-zoom

Sometimes, the best alternative… doesn’t exist yet. Because it needs to be custom-built for your business.

Plug-and-play group chat apps may be fast to install – but they’re even faster at killing product immersion.

Why? They are:
❌ Disconnected from your UX
❌ Performing poorly under real load
❌ Not supporting your custom workflows

In 2025, users expect chat to feel like part of the product – not a third-party plugin awkwardly squeezed in.

👉 See why the best group chat experiences are custom-built and how they help you engage, retain, and scale better than any off-the-shelf solution ever could: http://www.rst.software/blog/group-chat-app

A lot of chat applications fall apart the moment your traffic spikes.

Why? Because scaling real-time communication isn’t about just spinning up a chat feature – it’s about making smart architectural choices from day one.

👉 In our latest article, we break down everything businesses need to know about building chat platforms that don’t just work but scale as their needs evolve: https://www.rst.software/blog/chat-app-architecture

If chat is core to your product, this is the roadmap you’ve been missing.