Simon Edwardsson @SimEdw

Co-founder / CTO @v7labs. Building reliable GenAI at scale for task automation (V7 Go) v7labs.com London, England Joined October 2010

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Alberto Rizzoli @Albertorizzoli

2 months ago

🏛️ Knowledge Hubs is RAG on steroids, but even more so, a full CRM replacement. If AI can understand your files and what's important for your business, it should be able to populate a system of record and retrieve hidden unstructured information on the fly. Think of it as an…

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Simon Edwardsson @SimEdw

2 months ago

Summer is starting a training job (or two) in the cloud (@modal_labs), then heading out to the forest for some raspberry picking while it runs. Later, coming home to check the loss curves and make raspberry pie

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Partech @PartechPartners

3 months ago

AI models are taking the world by storm, and while they work for basic tasks, would you trust it to do your back-office work, start to finish?🤔 Traditional automation tools can't handle the complexity, while generic AI hallucinates crucial details or miss critical nuances. 1/8

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Simon Edwardsson @SimEdw

3 months ago

New Spegel version is out, now powered by @LiteLLM! Try any model you like! Feedback appreciated

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Simon Edwardsson @SimEdw

3 months ago

It's been a year since we launched Go, and it's genuinely exciting seeing customers build and deploy agents solving very real and very complex problems. Now releasing Concierge, making agents accessible across your org, even if you've never written a prompt.

Alberto Rizzoli @Albertorizzoli

3 months ago

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Simon Edwardsson @SimEdw

5 months ago

This was a fun one to build. At ~3s, it felt broken. At ~1s (2.0 flash), it just clicked. Funny how much of a difference 2 seconds can make.

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Simon Edwardsson @SimEdw

a year ago

My small Ecto-esque DSL for @qdrant_engine in #Elixir is starting to take shape.

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Simon Edwardsson @SimEdw

a year ago

Worth noting that o1 doesn't handle system messages yet. Let's see if I can just put everything in user...

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Simon Edwardsson @SimEdw

a year ago

I had a lot of fun working on this app. The 'intention' model was a ResNet-ish distilled model weighing in at less than 20 MB (the only way to get real-time image processing back in the day without burning up your phone). It was mainly a combination of metal shaders and neon…

Alberto Rizzoli @Albertorizzoli

a year ago

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Simon Edwardsson @SimEdw

a year ago

Without a comprehensive benchmark, changing model versions, provider or prompts can be scary and error-prone. A good benchmark tailored to your specific task makes all the difference. Public benchmarks are useful but not always applicable.

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Simon Edwardsson @SimEdw

a year ago

Spent 30 mins today puzzled as to why my Phoenix project was slowing down as the number of parallel requests increased (locally). Turns out, with code_reloader: true, each request triggers a sequential code reload via Phoenix.CodeReloader. Disabling it brought response times…