Orma bridges educational inequality with textbook-grounded Retrieval-Augmented Generation, delivering bilingual, curriculum-aligned academic support in Malayalam and English.
Orma AI Tutor:
In an Arithmetic Progression (സമാന്തരശ്രേണി), the nth term ($x_n$) is given by:
ഇവിടെ a എന്നാൽ ആദ്യപദവും (first term), d എന്നാൽ പൊതുവ്യത്യാസവും (common difference) ആണ്.
Standard LLMs struggle with regional syllabi and local exam patterns. Orma is tailored for Kerala State Board SCERT standards.
Vectorized textbook ingestion pipelines using PostgreSQL/Supabase hybrid search eliminate hallucinations, ensuring responses stick to official SCERT textbooks.
Fluid understanding and generation across English and Malayalam, allowing students from government and private schools to query in their natural tongue.
Seamless rendering of complex formulas, step-by-step arithmetic deductions, and geometry explanations optimized for low-bandwidth mobile devices.
To provide true Socratic guidance instead of just answering questions, Orma requires state-of-the-art reasoning, rigorous instruction adherence, and nuanced contextual memory.
Built for high concurrency, zero-maintenance scaling, and low latency.
Textbook parsing, automated chunking, and embedding synchronization to PostgreSQL.
Asynchronous streaming endpoints, LRU caching, and custom Session-based rate limiting.
Dynamic User-Agent routing serving dedicated desktop and mobile interfaces with DOMPurify sanitization.
Automated evaluation measuring Faithfulness and Answer Relevancy to uphold academic rigor.