DataFrame Analyzer Streamline your Pandas workflow with this LangChain solution using ChatOllama for local, private DataFrame analysis. Automatically transform complex datasets into clear, human-readable reports. Check out the implementation https://
towardsdatascience.com/llms-pandas-ho
w-i-use-generative-ai-to-generate-pandas-dataframe-summaries-2/
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TOOLS
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DataFrame Analyzer: Local Private Pandas Workflow with ChatOllama
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10-Step AI Adoption Roadmap for Startups and SMBs
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Want to adopt AI in your Startup or SMB but don’t know where to start? Here’s a 10-step roadmap by @thriwinai that nails it: 1. Define goals 2. Map processes 3. Check data readiness 4. Do a feasibility study 5. Pick the right tools 6. Design the workflow 7. Pilot small
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Soul Inpaint Arrives in Higgsfield Canvas Enabling Full Subject Editing
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Dingue. Soul Inpaint est arrivé dans Higgsfield Canvas. J'en ai parlé hier mais ça peut devenir gamechanger.
— VISION IA (@vision_ia) 5 juillet 2025
N’importe qui peut maintenant modifier la tenue, les accessoires, les cheveux, tout le décor d’une personne… puis lui redonner vie. 🤯 pic.twitter.com/RDaxIopU4qDingue. Soul Inpaint est arrivé dans Higgsfield Canvas. J'en ai parlé hier mais ça peut devenir gamechanger. N’importe qui peut maintenant modifier la tenue, les accessoires, les cheveux, tout le décor d’une personne… puis lui redonner vie.
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Arc Search achieves 4.9/5 rating with 21K reviews on App Store
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我刚刚去 App Store 看来一下 Arc Search 的评分
我去，4.9/5，21K 的评分，
@browsercompany 有点东西啊，也证明咱们品味不错。 -
o3-pro reasoning traces hide exact code unlike o3
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ChatGPT o3-pro reasoning trace summaries don’t currently show you the exact code executed the way o3 traces do, even when it’s undoubtedly using tools (e.g. if you make it compute hashes). They’re just cagier with o3-pro.
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Higgsfield Soul Launches Pixel-Perfect Inpainting for Creative Editing
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Higgsfield Soul just dropped a game-changing update: pixel-perfect inpainting meets stunning Soul aesthetics! Creators, you can now effortlessly edit clothes, hair, and objects; turning static visuals into dynamic, lifelike creations. Find Higgsfield Soul and other https://
x.com/higgsfield_ai/
/higgsfield_ai/status/1940835284104761454
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Blurring images with code helps LLMs recognize faces like squinting
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I think it’s literally blurring the image with code tools, and it recognizes the face after — the LLM equivalent of a human squinting or viewing it at a distance
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ChatGPT o3 may only see image after blurring via tool use
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Possible, but a few details suggest otherwise: 1. ChatGPT o3, also with search, doesn’t seem to be able to do it (0/3 attempts) 2. It doesn’t work if you just ask “What is this?” 3. The reasoning trace summary suggests it only sees it after blurring (presumably via tool use)
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Abacus AI Launches Advanced CodeLLM with Superior Coding Agent Capabilities
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You will love our latest CodeLLM release
— Abacus.AI (@abacusai) 5 juillet 2025
– one of the best coding agents
– interleaved thinking and tool use
– does better than most people other SOTA agents
Next release will be focused on efficiency pic.twitter.com/XwdR6L0okKYou will love our latest CodeLLM release – one of the best coding agents – interleaved thinking and tool use – does better than most people other SOTA agents Next release will be focused on efficiency
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Cline Workflow: Plan First, Then Act
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If you’re new to Cline – for anything you want to do:
– write your prompt, select “plan”, run it
– once that’s done, assuming you don’t want it to change anything it planned, press “act”