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The Invisible Hand: How AI Shapes My Daily Life

In today's world, artificial intelligence has quietly woven itself into the fabric of our daily routines. What once seemed like science fiction has become so commonplace that we often fail to notice i...

22.03.2025 0 Read More

Exploring RAG: Hypothetical Document Embeddings (HyDE)

Introduction Hypothetical Document Embeddings (HyDE) is a Retrieval-Augmented Generation (RAG) technique used in Large Language Models (LLMs). This blog explains why HyDE was developed and ho...

22.03.2025 0 Read More

Using llama-cookbook “Text2SQL” and really impressed!

My experience trying ‘Text2SQL’ recipe from llama-cookbook series! Image from Meta’ llama-cookbook Introduction Reading about “llama” examples, I began tryin recipes which could be f...

22.03.2025 0 Read More

Comprehensive LiteLLM Configuration Guide (config.yaml with all options included)

LiteLLM is most feature-rich proxy but when it comes to write great docs, they are failing a lot! I've used my research agents to bring all relevant information about config.yaml of LiteLLM to make it...

22.03.2025 0 Read More

Making Sense of Congressional Data with LightRAG, Amazon Bedrock, and Ollama

Large language models (LLMs) are great, but sometimes they need a little help finding the right answer. Enter retrieval-augmented generation (RAG) systems and knowledge graphs. Today, I’m sharing ho...

22.03.2025 0 Read More

The Rise of AI and the Need for SVG to PNG Conversion

In the era of artificial intelligence explosion, we are witnessing unprecedented advancements in various creative fields. Particularly notable is how AI models like Claude have revolutionized the way ...

22.03.2025 0 Read More

Faster and More Reliable Hugging Face Downloads Using aria2 and GNU Parallel

Summary Faster and more reliable hugging face downloads with aria2 and GNU Parallel. Use aria2 to download Hugging Face models and datasets in parallel. If errors occur during the download, ...

23.03.2025 0 Read More

DIY — Building a Cost-Effective Questionnaire Automation with Bedrock

Security questionnaires are very common today. When customers consider your product, especially if you’re a startup, they often ask for proof that using your service is safe. This can become a huge ...

23.03.2025 0 Read More

AI Needs More Than Just a Model: The Missing Role of Context, Orchestration, and Agents

Solving the AI Puzzle: Why External Context, Orchestration, and Agents Are Key to Intelligence Disclaimer: This blog is intended as a beginner-friendly guide to AI, specifically focu...

23.03.2025 0 Read More

In search of a BigQuery agent in LangChain, I built a Toolkit that acts as a BigQuery agent for Text-to-SQL.

Building an Intelligent BigQuery Chatbot with LLMs In today's data-driven world, extracting insights from data warehouses like BigQuery remains challenging for many business users without SQL...

23.03.2025 0 Read More

The Invisible Hand: How AI Shapes My Daily Life

Exploring RAG: Hypothetical Document Embeddings (HyDE)

Using llama-cookbook “Text2SQL” and really impressed!

Comprehensive LiteLLM Configuration Guide (config.yaml with all options included)

Making Sense of Congressional Data with LightRAG, Amazon Bedrock, and Ollama

The Rise of AI and the Need for SVG to PNG Conversion

Faster and More Reliable Hugging Face Downloads Using aria2 and GNU Parallel

DIY — Building a Cost-Effective Questionnaire Automation with Bedrock

AI Needs More Than Just a Model: The Missing Role of Context, Orchestration, and Agents

In search of a BigQuery agent in LangChain, I built a Toolkit that acts as a BigQuery agent for Text-to-SQL.

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