Prevent Hallucinated Responses Our integration with @CleanlabAI allows developers to catch agent failures in realtime To make this more concrete – they put together a blog and a tutorial showing how to do this for a Customer Support agent Blog: https://cleanlab.ai/blog/prevent-hallucinated-responses/
PROMPT ENGINEERING
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Testing Kontext LoRA Capabilities and Performance
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Just trying to see what a kontext lora can do at the moment
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Training AI Models for Retro Video Game Live Action Conversion
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I've tried a few trainings since in the attempt to get a more natural old video game look, but nothing has paid off, yet. For my second pass I took video game screenshots, and asked 4o to make them live action. Then switched them for training (left/start > right/end, "make it an
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LangChainJS Integrates Gemini 2.5 Thinking Mode for Enhanced AI Reasoning
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Gemini 2.5 Thinking Mode LangChainJS integrates Gemini 2.5's thinking budget, giving developers precise control over AI reasoning steps to boost problem-solving accuracy. Discover the implementation: https://
medium.com/@afirstenberg/
langchainjs-and-gemini-2-5-thinking-mode-b066af008209
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Remove UI and black bars from training data
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flux kontext pro: > remove the UI and the black bars Handy for cleaning up training data.
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Fine-tuning Flux LoRA for PS1 video game style
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Some first tests with making a flux kontext lora for a PS1 style. I used face to many to make a dataset with 12 image pairs. Example: https://
replicate.com/p/z2e7ern65hrm
c0cqqd4vmrkqjg
… I used the fal trainer at 1000 steps ($2.50), took about 20 mins. Prompt:
"make it a ps1 video game" Left: Pro
Right: -
Training Flux LoRA for PS1 Video Game Style
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Some first tests with making a flux kontext lora for a PS1 style. I used face to many to make a dataset with 12 image pairs. Example: https://
replicate.com/p/z2e7ern65hrm
c0cqqd4vmrkqjg
… I used the fal trainer at 1000 steps ($2.50), took about 20 mins. Prompt:
"make it a ps1 video game" Left: Pro
Right: -
AI Design Workflow From Concept to UI With Four Tools
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— VISION IA (@vision_ia) 29 juin 2025
Use case for all designers who want to speed up their workflow: Reve → Midjourney → Topaz Astra → Figma
From concept to final UI in record time. All prompts are in this thread — save it for later! -
Building Effective AI Systems with Reasoning and Tools
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a little loop with reasoning
some tools and auth as seasoning
memory and self reflection
objectives give it good direction -
Making LLMs Work: Beyond Out-of-the-Box Limitations
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Studies of LLMs keep looking at the (very real) failures of LLMs working out-of-the-box in complex use cases. I am always surprised that naked LLMs can get so far as generalist systems But if you want to really make an agent handle a complex workflow, you can often figure it out