SERVICE 08

RAG Development & Internal Knowledge Search

RAG systems for internal documents, knowledge search and employee FAQ responses. A PoC tests real questions, answer quality and source evidence so business fit can be evaluated before the document scope is expanded.

RAGInternal SearchFAQ ChatbotPoC
Conceptual illustration of an AI system connecting data, tools and outputs

SCOPE

What I Support

  • Document preparation and search-scope design
  • RAG-based internal knowledge search
  • Internal FAQ responses with verifiable sources
  • PoC evaluation of answer quality and business fit

RELATED PROJECTS

Related Work

01

RAG / AI CHATBOT

Hybrid AI Chatbot

Built a hybrid chatbot combining rule-based routing and AI. Replaced a monthly SaaS setup with a self-managed system, implemented input classification and appropriate guidance, and recorded an approximately 40% conversion rate.

PythonVercelGoogle SheetsLLM API
View case study →

PARENT SERVICE

Parent Service

AI Solutions & PoC Development

We prototype RAG-based internal knowledge search and FAQ responses, then test AI-agent automation and no-code or low-code operation where appropriate. Teams can use the prototype to validate business fit before full-scale development.

View parent service

CONTACT

Let's discuss your AI, DX or training project.

Early-stage inquiries are welcome.

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