DAKSH (DeepQuery Autonomous Knowledge and Support Handler) is built on a custom-developed transformer-based large language model designed entirely from the ground up — from the tokenizer and embedding layers to its specialized attention mechanisms and multilingual inference core. This section outlines the high-level architecture and guiding design principles behind the DAKSH model without disclosing proprietary engineering specifics, in line with enterprise confidentiality requirements.
Model Architecture
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