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Google Researchers Unveil ReAct-Style LLM Agent: A Leap Forward in AI for Complex Question-Answering with Continuous Self-Improvement

With the recent introduction of Large Language Models (LLMs), the field of Artificial Intelligence (AI) has significantly outshined. Though these models have successfully demonstrated incredible performance in tasks like content generation and question answering, there are still certain challenges in answering complicated, open-ended queries that necessitate interaction with other tools or APIs. Outcome-based systems, where…

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Beyond English: Implementing a multilingual RAG solution | by Jesper Alkestrup | Dec, 2023

Splitting text, the simple way (Image generated by author w. Dall-E 3)When preparing data for embedding and retrieval in a RAG system, splitting the text into appropriately sized chunks is crucial. This process is guided by two main factors, Model Constraints and Retrieval Effectiveness. Model Constraints Embedding models have a maximum token length for input;…

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Researchers from Nanyang Technological University Revolutionize Diffusion-based Video Generation with FreeInit: A Novel AI Approach to Overcome Temporal Inconsistencies in Diffusion Models

In the realm of video generation, diffusion models have showcased remarkable advancements. However, a lingering challenge persists—the unsatisfactory temporal consistency and unnatural dynamics in inference results. The study explores the intricacies of noise initialization in video diffusion models, uncovering a crucial training-inference gap.  The study addresses challenges in diffusion-based video generation, identifying a training-inference gap…

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SendGrid Alternatives: Top 5 Email Services

Introduction Since the internet became a commercial force in the mid-'90s, email has been a constant in our personal and business lives. With improved broadband and Wi-Fi, email has adapted, becoming more accessible. Crafting quality emails is crucial for business operations as it serves as a powerful marketing tool, facilitating quick communication with clients, suppliers,…

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