10). HtmlRAG – a novel approach that proposes using HTML instead of plain text as the format for building RAG systems; the key finding is that preserving HTML structure provides richer semantic and structural information compared to plain text conversion, which typically loses
TOOLS
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Optimal Retrieval Methods in RAG Pipelines for QA
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7). Toward Optimal Search and Retrieval for RAG – examines how retrieval affects performance in RAG pipelines for QA tasks; conducts experiments using BGE-base and ColBERT retrievers with LLaMA and Mistral, finding that including more gold (relevant) documents improves QA
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AgentOps Taxonomy: Observability for Foundation Model-Based Agents
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6). A Taxonomy of AgentOps for Enabling Observability of Foundation Model-based Agents – analyzes AgentOps platforms and tools, highlighting the need for comprehensive observability and traceability features to ensure reliability in foundation model-based autonomous agent systems
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Magic Words Boost AI Chatbot Responsiveness and Performance
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Charm Your Chatbot: Magic Words That Boost AI Responsiveness! https://
pymnts.com/artificial-int
elligence-2/2024/charm-your-chatbot-magic-words-that-boost-ai-responsiveness/
… #chatbot #AI #ArtificialInteligence #LLMs #LLM #GenAI #GenerativeAI #technology #TechRevolution #tech #Engineering -
Diversity of AI Hardware Accelerators and Software Stacks
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There is a wide diversity of specialized HW accelerators and SW stacks designed and built to run AI applications efficiently, so it is challenging to understand their differences, capabilities, programming approaches, and how they perform, particularly for scientific
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How to create and monetize an AI influencer
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Emily, elle a 40 000 abonnés et génère plus de 20 000 € / mois
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 17 novembre 2024
pourtant elle n'existe pas. C'est une influenceuse IA.
Voici comment créer la vôtre gratuitement et gagner de l’argent :
[ Ajoutez en signet🔖 et RT🔁 pour ne pas perdre ! ] pic.twitter.com/qgqsG7FPWREmily, elle a 40 000 abonnés et génère plus de 20 000 € / mois pourtant elle n'existe pas. C'est une influenceuse IA. Voici comment créer la vôtre gratuitement et gagner de l’argent : [ Ajoutez en signet et RT pour ne pas perdre ! ]
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AI Grandmother ‘Daisy’ Fights Phone Scammers for UK Telecom O2
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Fake AI-Grandmother combats scammers UK mobile network O2 has launched "Daisy," an AI designed to combat phone scammers. Daisy imitates an elderly woman, chatting with fraudsters to waste their time. Powered by a custom language model and voice AI, Daisy spins believable yet
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Dynamic Section Retrieval Demo Notebook LlamaParse
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Dynamic section retrieval, demo notebook: https://
github.com/run-llama/llam
a_parse/blob/main/examples/advanced_rag/dynamic_section_retrieval.ipynb
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Dynamic Section Retrieval Solves RAG Context Fragmentation Problem
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Dynamic section retrieval solves a major pain point in RAG! We've all struggled with naive RAG techniques that return fragmented context without awareness of the surrounding document. It leaves us with disjointed chunks and incomplete information. But not anymore! @Llama_Index