I recently built a private AI assistant using Custom RAG AI Agents to help our team manage and access large amounts of data. The solution uses a combination of natural language processing (NLP) and machine learning algorithms to instantly search through thousands of private documents, SOPs, and project histories.
The solution is hosted securely on our AWS Mumbai backbone, ensuring the highest level of data security and compliance. I’m excited to share my experience and learnings from building this solution with the community.
Here’s a high-level overview of the architecture:
- N8n workflow for data ingestion and processing
- Vector DBs for efficient data storage and retrieval
- Webhooks for real-time integration with other tools
Stay tuned for more updates on this project!
To learn more about Custom RAG AI Agents, check out our website or connect with us on LinkedIn. #ShahiRaj #AI #MachineLearning
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