Igor Józefowicz / Project
Forcen
Present company services and provide answers grounded in company material.
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Business context
A project undertaken at Matysart.
Need
Present company services and provide answers grounded in company material.
My contribution
Website development and chatbot integration using a language model API and company-data context.
Solution
Retrieving relevant company material and supplying it to a language model as context for answers (RAG).
Delivered functionality
The work covered integrating a language model with company data within a web application.
Technologies
Laravel, React, Tailwind, LLM API, RAG
Contact
What takes up too much of your team’s time?
igor@jozefowicz.plTell me how your company works today and what you would like to improve. You do not need a technical specification. We can work out whether to connect existing tools, automate a task or build an application. Scope, pricing and maintenance arrangements are agreed before work starts.
A few sentences are enough to start
- What does your company do?
- What is getting in the way?
- Which tools do you use?
- What would you like to improve?