2025 03 17 llm indic server open research

Indic LLM - Open Research

If user requests recent data or unknown data, then model generates wrong answer/hallucinates.

Because - - Model are trained on data, which have a 1 year/6 month old data. - Recent and current information is not available due to the static nature of model weights.

To get recent data - collect delta data from cut-off and fine tune the model - build RAG system to access recent data stored in vector store/ database

Ex - make company docs and api available via - text / natural language search

To get real time data- - access external api with tool/function call - build bot scraper to index recent data for websites/ which do not have Api exposed