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
…
AGENTS
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Transformers Agents: Democratizing ML with Multimodal Control
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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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LangChain Plan and Execute Agent Documentation
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Python Docs: https://
python.langchain.com/en/latest/modu
les/agents/plan_and_execute.html
… JS/TS Docs: https://
js.langchain.com/docs/modules/a
gents/agents/examples/plan_and_execute_agent
… Blog: -
LangChain Agents Enhance Focus on Complex Task
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Up until now, agents in LangChain have followed the algorithm of: – take user input
– think about action to take
– take action and observe response
– repeat until done This is great for simple tasks, but for more complex tasks we've noticed the agent losing focus -
BabyAGI and Plan-and-Solve Pattern Recognition in AI
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We first noticed this pattern in @yoheinakajima
's BabyAGI project, and then more recently saw it in the Plan-and-Solve paper Paper: https://
arxiv.org/abs/2305.04091
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LangChain Introduces Plan-and-Execute Agents for Complex Tasks
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Plan-and-Execute Agents Inspired by BabyAGI and the recent Plan-and-Solve paper, we're introducing a new type of @langchain agent We think these are better for more complex tasks, at the cost of more calls to the LLM Blog: https://
blog.langchain.dev/plan-and-execu
te-agents/
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Scale AI Launches Donovan Defense Copilot and EGP Platform
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Today, @scale_AI is launching our 2 major platforms to bolster government and enterprise:
— Alexandr Wang (@alexandr_wang) 10 mai 2023
🎖 Scale Donovan, the AI copilot for defense
🏙 Scale EGP, full-stack generative AI for global enterprise
👇 See Donovan in action below
🧵 on our platforms and why they are so critical pic.twitter.com/RcdtnL0BtjToday, @scale_AI is launching our 2 major platforms to bolster government and enterprise: Scale Donovan, the AI copilot for defense Scale EGP, full-stack generative AI for global enterprise See Donovan in action below on our platforms and why they are so critical
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New BabyAGI Mod with Mini-Agent Tool for Search Results
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I’m excited about this new @babyAGI_ mod I’m about to release. It has a “mini-agent” as a tool, in this case it: takes a search query scrapes each result page extracts relevant info by looping through chunks returns condensed results Fairly consistent
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New Agent Executor Inspired by Plan-and-Solve and BabyAGI
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Working on a new type of agent executor, taking inspiration from the "Plan-and-Solve" paper and @yoheinakajima
's BabyAGI Will pitch @DivGarg9 @devstein64 @sjwhitmore tomorrow during our "Agents in Production" webinar and get their thoughts! Webinar link: -
AI Research Agent Automates Internet Information Collection
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3/ Research agent If you’re collecting leads or new knowledge, today you need to open dozens of tabs and spent hours reading through different sources. Today, you can summarize your needs into one prompt and have an AI scour the internet to collect the information you need.