Portfolio Project

Rag System-n8n

AI agent for hybrid Q&A, providing accurate and context-aware answers

Rag System-n8n
By Published

Challenge

Providing accurate and context-aware answers from local feed and the internet.

Solution

Implemented RAG system with n8n, leveraging Vector Database and Google Gemini for hybrid Q&A.

Implementation

Utilized n8n for workflow automation and integrated with Vector Database for efficient data storage and retrieval.

Outcomes

Achieved accurate and context-aware answers, automated knowledge updates, and faster decision-making.

Demo videos

Additional details

Challenge

Providing accurate and context-aware answers from local feed and the internet.

Solution

Implemented RAG system with n8n, leveraging Vector Database and Google Gemini for hybrid Q&A.

Implementation

Utilized n8n for workflow automation and integrated with Vector Database for efficient data storage and retrieval.

Outcomes

Achieved accurate and context-aware answers, automated knowledge updates, and faster decision-making.

Industry

AI Automation

Stack

n8n, RAG, Vector Database, Google Gemini

Outcomes

Hybrid Q&A, Accurate, context-aware answers, Automated knowledge updates, Faster decision-making

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