A PoC application (ASP.NET) that enables working entirely offline with open-source LLMs, created for a controlling company. It runs on standard laptops and
supports models in .gguf format (e.g., from Hugging Face). The app
provides two modes: RAG, where answers are generated based on uploaded
text documents (.txt, .csv), and Free, where responses rely only on the
model’s own knowledge. Key features include configurable LLM parameters,
RAG fine-tuning, custom prompts, and system monitoring.
Optimized for lightweight models
like Bielik, it demonstrates how a local, configurable RAG environment
can be built fully on open-source technologies, with future improvements
planned for search, agents, and GUI.
A PoC of a lightweight ASP.NET application designed to simplify invoice data management, created for a controlling company. It connects with Fakturownia.pl via API, allowing users to securely store their API keys, log in, and export invoice data to CSV files. With customizable export settings – including format, headers, and date ranges – the app adapts to your workflow. Built as a Proof of Concept, the solution is ready for future expansion, including integrations with platforms like SaldeoSmart and potential connections to data visualization tools for deeper business insights.
A PoC web app for automated invoice processing, integrating pdf.co API, LLM (Gemini), and Google Sheets for flexible setup and centralized management.
Includes a full user management system with roles for Superadmin, Admin, and User, supporting company management, customizable LLM prompts, and Google Sheets integration.
Additional features: scan history, prompt tracking, and account management.
Available at invoicepilot.onrender.com (may take a moment to load).
Admin demo credentials available on request.
