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AI Innovations and Insights 20: HtmlRAG, AFLOW, ChunkRAG, and MarkItDown
This article is the 20th in this thought-provoking series.
Unveiling Monte Carlo Tree Search (MCTS): Rolling the Dice and Picking the Best
Intuition, Principles, Code, and Discussion
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Florian
AI Innovations and Insights 19: Qwen 2.5 and Everything to Markdown
This article is the 19th in this insightful series. Today, we will explore two intriguing topics in AI, which are:
AI Innovations and Insights 18: GARLIC
A Smart Librarian for Hierarchical Graph-Based RAG
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Florian
RAGViz: From Black Box to Glass Box
Today, we explore a novel tool called RAGViz. It's an open-source project that helps people understand and visualize how RAG systems work.
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Florian
AI Innovations and Insights 17: DeepSeek-V3
A Revolutionary, Low-Cost, High-Performance LLM
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Florian
AI Innovations and Insights 16: ASSISTRAG
The Dual Engine of Thinking and Memory
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Florian
The Number of Parameters of GPT-4o and Claude 3.5 Sonnet
Recently, I saw a paper from Microsoft that surprisingly revealed the parameter counts for models such as GPT-4o and Claude 3.5 Sonnet.
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Florian

December 2024

AI Innovations and Insights 15: Text2SQL and Extractous
You can watch the video (which contains a mind map):
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Florian
Building LLM-Based Agents: From Toolbox to Autonomous Architect
Valuable Content and Insights from Anthropic’s Guide on Agents
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Florian
AI Innovations and Insights 14: FUNNELRAG and CRAFT
You can watch the video (which contains a mind map):
AI Innovations and Insights 13: Semantic Chunking and Late Chunking
You can watch the video:
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