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External Tag: Advanced

KL Divergence: The Information Theory Metric that Revolutionized Machine Learning

External Tags Advanced, ai, artificial-intelligence, data-science, deep learning, machine-learning, Models, probability, Theory

Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures

External Tags Advanced, Database, generative-ai, graph, Guide, query, RAG, research, Retrieval augmented generation, structured data

Segment Anything Model(SAM): Meta’s Groundbreaking Segment Anything Model

External Tags Advanced, ai, computer-vision, Embedding, Guide, Image, image segmentation, Meta, Meta AI, nlp, Objects, Real Time, segmentation, time

Gemma 2: Successor to Google Gemma Family of Large Language Models

External Tags Advanced, blogathon, Gemma 2, generative-ai, HuggingFace, language-model, large-language-models, library, LLMs, machine-learning, Models, python

The Rise of LLM Agents: Revolutionizing AI with Iterative Workflows.

External Tags Advanced, ai-agent, Applications, artificial-intelligence, Guide, large language model, large-language-models, LLM, LLMs, Models, research, strategy, zero shot

Role of Fully Convolutional Networks in Semantic Segmentation

External Tags Advanced, architecture, categorization, Classification, CNN Architecture, CNNs, computer-vision, deep learning, Graphs & Networks, Guide, segmentation, semantic-segmentation

How to Find the Best Multilingual Embedding Model for Your RAG?

External Tags Advanced, ai, bert, blockchain, community, comparison, Embedding, Guide, hugging face, large-language-models, LLMs, machine-learning, Models, multilingual, RAG

Finetuning Phi-Medium to Generate Cypher Query from Text

External Tags Advanced, artificial-intelligence, blogathon, Database, dataset, fine tuning, generative-ai, Github, Guide, large-language-models, LLMs, machine-learning, Matrix, medium, Models, query, Training

Exploring Microsoft’s AutoGen Framework for Agentic Workflow

External Tags Advanced, Agentic workflow, ai, artificial-intelligence, Autogen, blogathon, data-analysis, generative-ai, GenerativeAI, machine-learning, Microsoft AutoGen, Project-based Article, python

Llama-Agents: A Comprehensive Guide to Multi-Agent Systems as a Service

External Tags Advanced, Agentic AI, AI Agents, Autogen, CrewAI, generative-ai, large-language-models, LLaMA, LLMs