Tools are elementary: a name, a description, a function. Designing a tool and pushing it to the Hub can be done in a few lines of code. The toolkit of the agent serves as a base: extend it with your tools, or with other community-contributed tools: https://
huggingface.co/docs/transform
ers/custom_tools
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@huggingface
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Building and Deploying Custom Tools for AI Agents
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Extensible AI Tool with Multimodal Built-in Capabilities
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It comes with built-in tools: • Document QA
• Speech-to-text and Text-to-speech
• Text {classification, summarization, translation, download, QA}
• Image {generation, transforms, captioning, segmentation, upscaling, QA}
• Text to video It is EXTENSIBLE by design. -
How AI Agents Work: Prompt Building and Chain-of-Thought
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How does it work in practice? It's straightforward prompt-building:
• Tell the agent what it aims to do
• Give it tools
• Show examples
• Give it a task The agent uses chain-of-thought reasoning to identify its task and outputs Python code using the tools. -
Building AI Agents with LLMs for Multimodal Tasks
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Create an agent using LLMs (OpenAssistant, StarCoder, OpenAI …) and start talking to transformers and diffusers It responds to complex queries and offers a chat mode. Create images using your words, have the agent read the summary of websites out loud, read through a PDF
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Transformers Agents: Democratizing ML with Multimodal Control
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We just released Transformers' boldest feature: Transformers Agents. This removes the barrier of entry to machine learning Control 100,000+ HF models by talking to Transformers and Diffusers Fully multimodal agent: text, images, video, audio, docs… https://
huggingface.co/docs/transform
ers/transformers_agents
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Stable Diffusion Competition Leaderboard Results Announced
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We congratulate all participants for their amazing work, find the leaderboard and all the projects controlling Stable Diffusion here https://
huggingface.co/spaces/jax-dif
fusers-event/leaderboard
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JAX Diffusers Sprint Winners Showcase ControlNet Applications
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Announcing the winners of JAX Diffusers sprint First place: https://
huggingface.co/spaces/control
net-interior-design/controlnet-seg
… Second place: https://
huggingface.co/spaces/ioclab/
brightness-controlnet
… Third Place: https://
huggingface.co/spaces/vllab/c
ontrolnet-hands
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Hugging Face Hub experiences 12-hour outage affecting 250 users
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POST-MORTEM @huggingface Through a combination of human error and technical issues, the Hub was experiencing some intermittent difficulties today for ~12 hours, and about 250 users and organizations were incorrectly displayed as deleted, which led to downtime for some great
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Infrastructure Issues Under Active Resolution
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We're having infra issues and actively working on fixing them. Sorry for the inconvenience. Please stay tuned and send some Hug Ops
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Popular AI Models Temporarily Disappear from Hub Platform
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We're currently experiencing a bug where some popular organizations like sentence-transformers have had their model temporarily disappear from the Hub. They will come back; we're working hard on getting this fixed ASAP. Apologies for the disruption.