Mina is a RAG-based multilingual legal assistant that matches average human performance on 2022-2023 Bangladesh Bar Council exams while reducing costs by 99.4-99.9%.
Proprietary large models such as Gemini-2.5-Flash scored 30.2% in 2022 and 32.4% in 2023, far above small open-source models like Llama3.2-1B (6.2–7.0%) or Command-A-8B (8.2–11.2%)
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Mina: A Multilingual LLM-Powered Legal Assistant Agent for Bangladesh for Empowering Access to Justice
Mina is a RAG-based multilingual legal assistant that matches average human performance on 2022-2023 Bangladesh Bar Council exams while reducing costs by 99.4-99.9%.