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The Frankenstein AI: How to Stop Building Monstrously Complex RAG Pipelines and Start Using Science

Is your AI chatbot a sleek machine or a Frankenstein monster? Too many RAG pipelines are built on "vibes," stitching together complex features without proof they actually work. It’s time to replace the guesswork with science. Learn how to forge a "Golden Dataset," deploy LLM-as-a-Judge metrics, and ruthlessly prune your bloated architecture. Stop engineering monsters and start building lean, accurate systems backed by hard data.

Dec 23, 20254 min read

Beyond Tool Calling: Why AI Agents Should Write Code to Speak with MCP

raditional JSON tool calling is fragile. "Code Mode" changes the game: convert MCP tools to TypeScript APIs and let AI agents write executable code. It’s faster, handles complex logic, and uses secure sandboxes. Get the full code demo here.

Dec 4, 20255 min read

Agriculture Meets AI: Precision Crop Planning and Sustainable Farming Using GenAI

Aug 20, 20255 min read

Small but Mighty: How dots.ocr is Revolutionizing Document AI

dots.ocr: A compact 1.7B AI model transforming multilingual document scanning into lightning-fast accuracy.

Aug 19, 20257 min read

Illustration of Generative AI transforming CRM and customer experience across industries, showcasing personalized, predictive, and intelligent customer interactions.

AI-Powered Relationships: GenAI’s Impact on CRM & Customer Experience

GenAI is reshaping CRM by enabling personalized, proactive, and scalable customer experiences across industries.

Jul 10, 20253 min read

Introducing the Agent File (.af): A Standard for Stateful AI Agents

Letta's new .af format standardizes AI agent portability, memory, and sharing—powering the next-gen agent ecosystem.

May 5, 20254 min read

"Battle of AI Titans: QwQ-32B vs. Gemma 3 vs. Mistral Small vs. DeepSeek R1 – A Deep Dive"

Battle of AI Titans: QwQ-32B vs. Gemma 3 vs. Mistral Small vs. DeepSeek R1 – A Deep Dive

Apr 1, 202512 min read

QLoRA: Redefining the Future of Fine-Tuning for Large Language Models

QLoRA revolutionizes LLM fine-tuning with efficient quantization and low-rank adaptation, reducing resource needs without loss.

Dec 3, 20246 min read

Unlocking the Power of LLM Inferencing: Real-Time AI Insights and Solutions

LLM inferencing uses pre-trained models to process inputs and generate outputs, leveraging AI's power for real-time text and data analysis.

Dec 3, 202412 min read

LoRA: Revolutionizing Fine-Tuning for Large Language Models with Efficiency and Scalability

LoRA: A game-changing technique for fine-tuning LLMs like GPT-4, using low-rank matrices for efficient, scalable, and cost-effective AI.

Nov 26, 20245 min read

Graph Retrieval-Augmented Generation ( Graph RAG ) Key Concepts

Graph RAG combines knowledge graphs with retrieval-augmented generation, enriching LLMs with accurate, contextual, and relational data for b

Nov 22, 20248 min read

LightRAG: Advancing Retrieval-Augmented Generation with Graph-Based Dual-Level Retrieval for Enhanced Complex Information Synthesis

LightRAG: A dual-level retrieval breakthrough in RAG, using graph-based indexing for complex, precise AI responses. A leap in dynamic AI syn

Nov 8, 20247 min read

Beyond Turing: Can AGI Achieve Emotional Intelligence and Pass the Empathy Test?

The Turing test, proposed by Alan Turing in 1950, is a test of a machine's ability to exhibit intelligent behavior equivalent to, or...

Jul 30, 20246 min read

Claude 3.5 Sonnet: Elevating AI Intelligence and Creativity

Anthropic has unveiled Claude 3.5 Sonnet, the latest addition to their AI model family, setting a new benchmark in the industry. This...

Jun 22, 20242 min read

Sales & Marketing Super Powered by Gen AI

The impact of large language models (LLMs) such as GPT-4 on marketing and sales is profound and multifaceted. This article will explore...

Jan 11, 202416 min read

Unveiling the Power of Google AI Gemini

Google Gemini is a set of large language models (LLMs) that leverage training techniques from AlphaGo, such as tree search and...

Dec 26, 20232 min read

Prompt Engineering

What is Prompt Engineering? Prompt engineering is a process of creating a set of prompts, or questions, that are used to guide the user...

Dec 8, 20237 min read