RAG / Internal AI
Answers based on company documents, with the source attached
Company document search
RAG knowledge system architecture
Inbound leadmessage
Intent analysisclassify
Qualificationrules + context
CRM stageupdate
Human approvalwhen needed
This architecture moves information through connected system steps. Oxblood connectors indicate the primary route. Human approval remains available where needed.
The problem
Company material needed to be searchable without losing the link to the original source.
The system
Google Drive documents are processed, chunked, embedded, stored in Supabase with pgvector, and retrieved before the assistant answers.
The result
Answers stay grounded in company material and return links to source documents.
TECHNOLOGIES
RAG · Supabase · pgvector · Google Drive · LLMs