AI/ML - Hybrid RAG

Hybrid RAG Compliance Knowledge Base

Unified retrieval across enterprise systems with evidence-backed answers.

Role: AI Engineer
Timeline: Accellor
Stack: Hybrid Search, SharePoint, Salesforce, Vector DB

Problem

Compliance answers pulled from a single store missed critical context living in Salesforce and internal wikis.

Solution

A Hybrid RAG pipeline retrieves and ranks evidence across SharePoint, Salesforce, and internal knowledge bases so responses stay grounded and auditable.

Technology Stack

Hybrid SearchSemantic SearchSharePointSalesforceVector DatabasesLangChain

Learnings

For compliance, citations and source evidence are the product. Hybrid retrieval beats a single vector index when systems of record differ.