Clean-UI for Llama-3.2-11B-Vision This project provides a simple and clean UI for interacting with the Llama-3.2-11B-Vision model. You can upload images and input prompts to generate conditional image descriptions with this UI. The interface is built using Gradio and
PROMPT ENGINEERING
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Minstrel: Multi-Agent System with Reflection for Automated Prompt Engineering
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10). Minstrel – a multi-generative agent system with reflection capabilities to automate structural prompt generation; it presents LangGPT, an extensible framework for designing prompts.
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RAG Task Categorization Survey: External Data Classification
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7). RAG and Beyond – presents a survey that introduces a RAG task categorization method that helps to classify user queries into four levels according to the type of external data required and the focus of the task.
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Logic-of-Thought: Propositional Logic Prompting Technique
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6). Logic-of-Thought – proposes a new prompting technique called Logic-of-Thought (LoT) which employs propositional logic to generate and inject expanded logical information from the input context.
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Cognitive Architecture and Prompting Strategies with LangGraph
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Less about the framework, more about the prompting/cognitive architecture. I think there are a few examples of doing it with Langgraph,
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Using HBR Article and Comic Ideas for System Prompt Development
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I used the HBR article I provided as a context document and the ideas from the comic linked above for most of the system prompt requests.
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Prompt Rewriting for Enhanced Image Generation Quality
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Super. Are you rewriting prompts to enhance prompt quality and eventually generate superior images? I believe #SolarPro or even #SolarMini would be excellent choices for that purpose. We could even fine-tune the model specifically for this task.
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Mastering the Art of Asking Better Questions with LLM
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Asking questions well is an art. When done poorly, it's frustrating for both sides. Previously I've pointed people at reading material for asking better questions. But I think an LLM critique is better still. Try practicing with this new GPT I made:
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Practical workflows for AI prompting and knowledgebase management
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Yes but I would need to prompt them and upload the knowledgebase every time But I use them only as custom prompts kind of, yes
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Transform PDF Earnings Reports into Interactive Dashboards with LLMs
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You can transform a simple PDF earnings report into an interactive dashboard!
— Abacus.AI (@abacusai) 27 septembre 2024
Play around with different LLMs to see which works but we found that LLama-400B and Sonnet 3.5 does this task the best. pic.twitter.com/DTgZdJUZstYou can transform a simple PDF earnings report into an interactive dashboard! Play around with different LLMs to see which works but we found that LLama-400B and Sonnet 3.5 does this task the best.