Shloka Finder
Retrieves exact verses by keyword, theme, context, and semantic search.
Step 4
The system uses specialist agents under a single orchestration layer, so users get accurate, contextual, and respectful responses instead of generic chatbot outputs.
Retrieves exact verses by keyword, theme, context, and semantic search.
Builds side-by-side commentary summaries with explicit source references.
Teaches grammar roots, sandhi, and pronunciation correction by level.
Generates daily verse-reflection-action routine personalized to user goals.
Converts dense spiritual philosophy into age-appropriate understanding.
Creates class notes, quizzes, and discussion templates for facilitators.
Maps emotional states to verses and safe grounding practices.
Detects semantic drift and flags uncertain multilingual renderings.
Runs safety, authenticity, and anti-misrepresentation checks on outputs.
Ensures every significant response contains traceable source links.
Screens toxicity and preserves respectful multi-perspective dialogue.
Routes user queries to one or more agents and composes the final answer.