AISOL — Enterprise RAG Platform · Champion, FPT AI Hackathon 3 (2025)

Champion · FPT AI Hackathon 3 (2025) — Global competition across FPT offices worldwide · Track: KT/KB Technical Solutions

Team Cẩm Y Vệ (FKR-KTX) won 1st place out of all competing teams with AISOL, a scalable Japanese-language RAG platform that converts complex business documents — Excel, Word, PPT, PDF — into structured, semantically rich data for enterprise AI retrieval systems.

Key Contributions

• Engineered a parallelized multimodal pipeline handling text, tables, and diagrams simultaneously, eliminating the sequential bottleneck of conventional document loaders.
• Preserved multi-layered semantic context across document structures, enabling precise cross-section query resolution on enterprise knowledge bases.
• Integrated Qdrant as the vector store, Gemini for multimodal understanding, and Qwen for Japanese-language generation — achieving high data integrity and retrieval accuracy at scale.
• Delivered the winning solution beating all competing teams on both accuracy and system architecture evaluation criteria.

Tech Stack

Python · Qdrant · Gemini · Qwen · RAG · Vector Search · Multimodal AI · Japanese NLP