11 Enterprise RAG Projects

Adaptive Hybrid RAG Layer

Advanced Retrieval & Intent Routing

A dynamic routing system that analyzes user query intent to automatically blend or switch between semantic dense vector search and traditional keyword sparse search (BM25).

Multimodal Enterprise Document RAG

Complex Data Ingestion

An end-to-end ingestion and retrieval engine designed for complex PDFs, financial reports, and blueprints containing embedded charts, tables, and images.

Corrective Retrieval-Augmented Generation (CRAG)

Agentic Orchestration

An agentic self-correcting RAG pipeline that evaluates the quality of retrieved documents before generation. If the information is deemed insufficient or irrelevant, it triggers an autonomous web-search agent to pull live data.

Real-Time Streaming Graph-RAG

Dynamic Data & Knowledge Graphs

A continuous ingestion RAG system connected to real-time data streams (e.g., live news feeds or system logs) that instantly updates an interconnected knowledge graph and vector space with sub-second latency.

Repo-Level Code RAG

Abstract Syntax Trees & Code Generation

An advanced assistant capable of ingesting massive, multi-file code repositories. It maps structural code relationships (classes, inheritance, functions) rather than just treating code as raw text chunks.

Privacy-First Guardrailed RAG

Security & Enterprise Compliance

A secure, production-grade RAG pipeline designed for highly regulated industries (e.g., banking or healthcare). It automatically redacts Personally Identifiable Information (PII) pre-embedding and intercepts prompt injections.

Context Compression & Token Optimization Pipeline

Cost Optimization & Context Window Management

A data reduction pipeline that strips out filler tokens, redundancies, and irrelevant data from retrieved context documents before feeding them to the LLM.

Agentic Long-Term Memory RAG

Stateful Agents & Memory Management

A persistent memory layer for autonomous AI agents that records user preferences, interaction history, and behavioral shifts, updating its vector index dynamically over time.

Hybrid Cloud-Edge RAG System

Distributed Systems & Architecture

A decentralized RAG deployment that splits the computation workload. Sensitive data or fast lookups are queried locally on edge devices using small models, while heavy queries are offloaded to cloud architectures.

Automated RAG Evaluation & Synthetic Testing Platform

MLOps & Continuous Evaluation

A continuous deployment evaluation tool that automatically generates synthetic test datasets from raw documents and scores any RAG pipeline on enterprise metrics.

Multimodal RAG Product Assistant (P.I.T.O.)

Multimodal & Visual Troubleshooting

A next-generation Enterprise Multimodal RAG system that uses VLM descriptions and visual similarity to troubleshoot technical manuals with text or photo inputs.