VERSI 0.1.0 TERSEDIA

Production-grade RAG for regulatory compliance.

A RAG (Retrieval-Augmented Generation) system for regulatory compliance with hybrid search pipeline, reranking, intent routing, hallucination detection, and automated RAGAS evaluation.

4.9/5 Rating
••
GDPR Ready
Ragi Instant
Task Complete!
98% Focus
Today's improvement
7 Day Streak
Focus Music
Now Playing

Fitur Unggulan

Designed with seamless integrations to optimize your workflow and minimize daily distractions.

Hybrid Search

Dense vector (pgvector HNSW) + sparse keyword (PostgreSQL FTS BM25) with Reciprocal Rank Fusion.

Hallucination Detection

Post-generation verification: every claim is checked against source context. Hallucination score per answer.

Query Rewriting & Intent Routing

LLM-based query expansion and automatic intent classification to the right search strategy.

Regulatory Change Detection

Compare two regulation versions and get a structured diff: articles changed, added, or removed.

Reranking & Structured Output

Cohere Rerank v3 cross-encoder + structured output with verified source citations.

Automated RAGAS Evaluation

Built-in evaluation pipeline with 30+ Q&A pairs, measuring faithfulness, relevancy, and context precision.

Developer Access & Legal Policies

Discover internal QA testing releases, Beta testing programs, and all our legal compliance documents.

Ragi InstantRagi Instant
© 2026 Ragi Instant App. Built with dedication for productivity.