Strict 0.65 Cosine Guardrail Active

Verifiable, Grounded Answers to Campus Regulations

Harness CampusRAG's multi-agent engine to deliver instantly referenceable, accurate information from official institutional documents to students and administrators.

What is the CGPA requirement for the merit scholarship?
Real-time retrieval streamingılı

Harness CampusRAG's multi-agent engine to deliver instantly referenceable, accurate information from official institutional documents to students and administrators.

Citation: Admissions & Fee Regulations 2026-2027, Page 294% Match
Product Preview

Architecture Bento Grid

Multi-Agent Engine with subtle 1px borders, and custom technical glyphs.

Router Agent

Namespace Routing

Analyzes prompt semantic intent, detects target campus category, and isolates vector namespace queries.

Query Classification
Knowledge Base Selection

Retrieval Agent

Top-4 Cosine

Executes dense vector similarity search across Pinecone & in-memory stores, collecting top-k relevant PDF chunks.

Semantic Search
Context Assembly

Grounding & Citations

Strict Verification

Validates similarity metrics against 0.65 threshold, formats page-level references, and halts false hallucinations.

Hallucination Check
Accuracy Verified
Source Attribution

Interactive Pre-Indexed Knowledge Showcase

Real-time query badges in segment; via coordinate retrieval sections.

Admissions

FiltersStudentsAdmissions Reg
124 Active Queries

Academics

FilterFiltersAcademics
186 Active Queries

Exams

FilterStudentAcademics
70 Recent Lookups

Hostel

FiltersFiltersEvaluation
80 Recent Lookups

Placements

FloatsFiltersPlacements
60 Recent Lookups