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From 1% response rate to AI-powered journalism training

ARIJ Network, connecting investigative journalists across 22 countries in the Middle East and North Africa, partnered with Vstorm to build a RAG-based AI chatbot using Pydantic AI. The bilingual system (English/Arabic) transformed their training process from handling just 1% of inquiries to delivering reliable, fact-checked knowledge at scale while creating new revenue streams.

“Using the PydanticAI framework, it was possible to build the agent itself and a set of tools: one to connect with the database, and one to validate the answers and ensure their language correctness. With that, the agent itself could deliver the best response possible.”
— Vstorm, ARIJ Network

Products Used:

Pydantic AI
5 mins
As Markdown

Learn how Pydantic AI's agent framework enabled a hallucination-free, multilingual chatbot that seamlessly handles both English and Arabic for journalist training.

Read the full case study