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THE VILLAGE English VariantIndia 2023, the country has made phenomenal progress both in economics and technology. A manned mission to Mars has been sent by ISRO, the Union of India has become part of G10 summit and has established an economy almost parallel to China, but on the other hand, there is the dark side of our country as well. Distant rural villages which still live in the medieval customs of casteism, superstition, and hegemony of the rich and highborn. A young doctor
India 2023, the country has made phenomenal progress both in economics and technology. A manned mission to Mars has been sent by ISRO, the Union of India has become part of G10 summit and has established an economy almost parallel to China, but on the other hand, there is the dark side of our country as well. Distant rural villages which still live in the medieval customs of casteism, superstition, and hegemony of the rich and highborn. A young doctor Gautham Subramanian and his wife and daughter while traveling from Nagapattinam to Chennai in his car experience a breakdown beside a deserted village while availing a detour from the highway. Keeping his family in the comparative safety of his expensive SUV he walks more than four miles in the heavy rain to reach the nearest village for help. Exhausted and distressed he is appalled to find out that no one is willing to help him, they say Gautham doomed his family because he left them beside the abandoned and haunted village of Kattiyal where bloodthirsty ghosts roam around. The village was destroyed years ago in 2004 during the great tsunami, but a horrid curse remains. Gautham cannot believe he is hearing such superstitious nonsense in the year 2023. However he finally finds unlikely assistance in form of three elderly men – Shakthivel Thevar, the village headman, Rajah the burly local mechanic/blacksmith and Peter the village drunk and bar owner. Both Rajah and Shakthi have their personal agendas to help Gautham because they both lost their children to the horrors of Kattiyal and would not let Gautham share their fate. The three old friends and Gautham venture out in the torrential dark to Kattiyal and faces a dread which is not supernatural but real flesh and blood, the result of past sins committed by Shakthivel’s own family which has now sworn vengeance on all civilization. Can the trio of old men and Gautham find his wife and child? Will they survive that night in the village?Shipping Notes
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4.3 ★★★★★
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Product Reviews
★★★★★ 5
Great Resource when Integrating AI
Format: Kindle
This is a great resource when building systems that integrate with AI. It manages to cover the entire lifecycle and even tips for corporate environments!
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Reviewed in the United States on August 26, 2025
★★★★★ 4
Title: Really Good Book for Learning LLMs
Format: Paperback, Format: Paperback
I picked up this book after struggling with LLM implementation at work. Ken Huang explains things clearly without too much technical jargon.
The book covers everything from data preparation to building AI agents. I especially liked the chapters on RAG and prompting techniques - they helped me improve my current projects. The code examples actually work, which is nice.
Some parts are pretty advanced, so you need basic Python knowledge. I had to read a few chapters twice to fully get it. The fairness and bias detection section was eye-opening.
Good practical advice throughout. Not just theory - real solutions you can use. Worth the money if you're serious about LLM development.
Recommended for anyone building AI systems professionally.
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Reviewed in the United States on July 25, 2025
★★★★★ 5
a comprehensive guide at the intersection of generative AI and cybersecurity
Format: Kindle
This book blends deep theoretical foundations with practical frameworks and forward-looking strategies. From adversarial risk models to actionable guidance using OWASP Top 10 for LLMs and the NIST AI RMF, it offers both technical depth and operational clarity.
What makes it stand out is its balance of academic rigor and real-world CISO insights, providing a holistic perspective on securing GenAI systems. While it leans enterprise-focused, the content remains accessible to security engineers, risk managers, and policy leaders alike.
Generative AI Security is a timely and essential read for anyone working to deploy GenAI responsibly—building systems with both power and integrity in today’s fast-evolving threat landscape.
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Reviewed in the United States on July 2, 2025
★★★★★ 1
Light on substance and heavy on flaws
Format: Paperback
The book has a great list of topics, but fails to provide much substance any of them.
Most of the provided code is just comments that avoid the actual crux of the issues being discussed. (e.g. #implement the logic to validate XYZ - while the whole point of this chapter is teach how the heck we validate XYZ!)
Some parts are plain wrong, for example the part on Graph based RAG is fundamentally flawed as it assumes the text embedding and the graph embedding are in the same latent space. (This is one of many more examples).
Seems like the book was rushed, and the author has limited hands on experience (if any).
At least we know based on the amount of flaws that it was not written by an LLM
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Reviewed in the United States on December 31, 2025
★★★★★ 5
Excellent book to truly understand LLM design patterns
Format: Paperback
I just finished reviewing Ken Huang's pocket book on LLM Design Patterns, and WOW what an amazing resource! This book is excellent if you want to truly understand how to create and enhance intelligent AI language models, all that in your pocket!
Ken makes the difficult things seem surprisingly easy, and that's the real MAGIC.
- How to prepare your data for training by making it extremely clean.
Developing the brains: the practical aspects of training, optimizing, and maintaining your models.
- Learn amazing prompting techniques (such as Chain-of-Thought and Tree-of-Thoughts) to improve your AI's reasoning and problem-solving abilities.
Learn everything there is to know about RAGs so that your LLM can incorporate outside expertise.
- It also delves into creating "agentic" AI that is capable of action and planning (not only simple plan and execute but also enhanced techniques like ReWoo!)
Really, this feels like a useful toolkit, so Ken thank you for that resource
Thanks, Idan Habler
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Reviewed in the United States on June 9, 2025
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