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GenAI – What Will You Do If Your LLM Model Hallucinate ?
GenAI – What Will You Do If Your LLM Model Hallucinate ? Scenario: Your LLM app sometimes generates factually incorrect or hallucinated information even when retrieval seems accurate. How do you handle this? Answer:
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GenAI – How Will You Scale RAG For Millions Of Docs ?
GenAI – How Will You Scale RAG For Millions Of Docs ? Scenario: Your product needs to scale RAG to millions of documents. What architecture do you suggest? Answer:
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GenAI – How Will You Handle Secure Data In GenAI Pipeline ?
GenAI – How Will You Handle Secure Data In GenAI Pipeline ? Table Of Content: Identify & Classify Sensitive Data. Secure Data At All Stages. Data Minimization & Preprocessing. Use Secure Model Hosting & Deployment. Access Control & Monitoring. Model Level Security Practices. Compliance & Legal Safeguards. (1) Identify & Classify Sensitive Data. (2) Secure Data At All Stages (3) Data Minimization & Preprocessing (4) Use Secure Model Hosting & Deployment (5) Access Control & Monitoring (6) Model Level Security Practices. (7) Compliance & Legal Safeguards (8) Summary Checklist (9) Security Level On ” Data At Rest “. (10) Security
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GenAI – What Will You Do If Inaccurate AI Output in Domain-Specific Use Case ?
GenAI – How Do You Solve Prompt Injection Issue In LLM ? Scenario: A user finds a way to bypass system behavior with a prompt injection like “Ignore previous instructions…”. How do you mitigate this? Answer:
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GenAI – How Will You Implement Multi Language RAG Support ?
GenAI – How Will You Implement Multi Language RAG Support ? Scenario: You’re asked to support multilingual queries in your RAG pipeline. How do you implement this? Answer:
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GenAI – What Will You Do If Your LLM Slows Down In Production ?
GenAI – What Will You Do If Your LLM Slows Down In Production ? Scenario: Your LLM-based app performs well locally but slows down in production. Users experience latency. What do you do? Answer:
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GenAI – What Will You Do If The Context Window Limit Exceed ?
GenAI – What Will You Do If The Context Window Limit Exceed ? Answer:
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GenAI – What Will You Do If RAG Performance Drops ?
GenAI – What Will You Do If The RAG Performance Drops ? Answer:
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GenAI – How Do You Chunk Large Documents Effectively In A RAG System ?
GenAI – How Do You Chunk Large Documents Effectively In A RAG System ? Answer:
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GenAI – Which Vector Database Have You Used And Why ?
GenAI – Which Vector Database Have You Used And Why ? Answer:
