Summary

Process

FAQs

• How long does it take to develop a chatbot or LLM?

  Development time varies by complexity. Chatbots typically take 4-8 weeks, while custom LLMs can take 8-12 weeks or more.

• Can you integrate the chatbot with existing systems?

  Yes, I can integrate chatbots with various systems such as CRM, ERP, and customer service platforms.

• What platforms do you use for LLM training?

  I use state-of-the-art platforms and frameworks like TensorFlow, PyTorch, or custom solutions based on project needs.

• How do you ensure the security of the AI systems?

  I implement robust security measures, including encryption, secure APIs, and compliance with data protection regulations.

• Can you customize OpenAI models for specific use cases?

  Yes, I can fine-tune and customize OpenAI models to suit specific business needs and use cases.

• What kind of support do you offer after deployment?

  Post-deployment support includes monitoring, bug fixes, updates, and user training.

• How do you handle performance optimization for LLMs?

  I optimize LLM performance through efficient training, fine-tuning, and implementing scalable inference pipelines.

• Do you provide documentation and training for the AI solutions?

  Yes, I provide detailed documentation and training to ensure effective use and management of the AI systems.

• What is your approach to integrating retrieval systems with RAG?

  I design and implement retrieval systems that work seamlessly with generative models to enhance response accuracy and relevance.