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Category: RAG KNOWLEDGE x Reset all
Secure Document Ingestion for RAG: Chunking, Deduplication, and PII Redaction
Verified RAG KNOWLEDGE Advanced

A runnable ingestion pipeline that extracts text, deduplicates, redacts PII, generates embeddings, and produces evidence artifacts for compliance and quality.

Source Compose Evidence
Execution evidence included
Vector-based Recommendations in Spring Boot: pgvector Similarity + Business Rules
Verified RAG KNOWLEDGE Intermediate

A runnable recommendation service combining vector similarity with deterministic business rules and explainable ranking.

Source Compose Evidence
Execution evidence included
Hybrid Retrieval RAG in PostgreSQL Keyword + pgvector + Rank Fusion (Spring Boot)
Verified RAG KNOWLEDGE Intermediate

This solution implements hybrid retrieval by combining two independent PostgreSQL-based retrieval paths.

Source Compose Evidence
Execution evidence included
Trusted RAG in Spring Boot: Retrieval Grounding, Answer Verification, and Citation Scoring
Verified RAG KNOWLEDGE Intermediate

This solution implements a production-ready Trusted RAG pipeline for Spring Boot applications. It is designed for teams that already have a basic retrieval-augmented generation flow, but need stronger guarantees around factual grounding, answer verification, and user-visible citations before exposing the system to internal users or customers.

Source Compose Evidence
Execution evidence included