AI/ML, GenAI and NLP Blog

Practical guides, tutorials, and expert analysis to master generative AI (Agents, Prompts, RAG, Tools, MCP, A2A, etc). Stay updated with the latest trends and best practices in AI/ML, GenAI, and NLP.

How to Choose the Right LLM Model for Your Business?

January 15, 2024 • 8 min read

Complete guide to selecting between GPT-4, Claude, Llama based on your business needs, budget, and privacy requirements. Detailed comparison of performance, costs, and use cases.

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RAG vs Fine-tuning: Which Approach for Your Data?

January 8, 2024 • 12 min read

In-depth technical analysis of the advantages and disadvantages of RAG (Retrieval Augmented Generation) versus fine-tuning. Concrete examples and recommendations based on context.

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AI Automation for SMBs: 5 Profitable Use Cases

January 2, 2024 • 10 min read

Discover 5 concrete AI automation applications suitable for SMBs with fast ROI: customer support, document analysis, content generation, sales prediction, logistics optimization.

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Security and Privacy in Generative AI

December 28, 2023 • 15 min read

Essential guide to protecting your sensitive data when implementing generative AI. Best practices, on-premise vs cloud solutions, GDPR compliance.

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MLOps: Deploying Your AI Models to Production

December 20, 2023 • 18 min read

Complete tutorial for industrializing your AI models: CI/CD, monitoring, versioning, automatic scaling. Examples with AWS, Docker, and Kubernetes.

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Prompt Engineering: Advanced Techniques for Better Results

December 15, 2023 • 14 min read

Master the art of prompt engineering with advanced techniques: few-shot learning, chain-of-thought, prompt chaining. Practical examples and reusable templates.

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