Dreams API @dreamsapi
Using APIs and webhooks integrating large language models github.com/inayet?tab=rep… Denver, CO Joined March 2023-
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Meet the FastAPI Conf master of ceremonies: @judy2k 🎙️ fastapiconf.com/speakers/#mc
With @DSPyOSS, you can bring software engineering rigor to LLM applications. Building LLM Applications with DSPy shows you how to replace fragile prompts with programmable, testable, and optimizable AI systems. Now in print: hubs.la/Q04zHx9Z0
we've now got clear benchmarks on the impact from building up correct agent infra, nix does a lot of the heavy lifting for us.
Last week our co-founder and CEO @ronefroni joined “The Case for Open Source Models” panel at Leverage Israel during SF Tech Week. Big thanks to his fellow panelists and moderator for a great conversation on why open models matter, and what it takes to run them in a way teams
Crazy Idea: Make your CI/CD into an mcp server github.com/ekala-project/…
@jonringer117 @domenkozar @jonringer117 both of you guys are doing awesome with creating new open source projects that helps a lot of other people and I just want to say thank you for doing that I really appreciate it and those people who are "britches" just let them be . I appreciate u guys!
Crazy idea: Per service migration logic as part of service modules. Move away from global `stateVersion` paradigm. github.com/ekala-project/…
[Ekapkgs] Nix native container runtime. Leverage migration, port contract, and service defintion to make container images. github.com/ekala-project/…
Exciting!!!
Today we're unveiling Trillium Labs @trillium_labs, a new non-profit to foster the open science of frontier AI. We're building open post-training recipes and will expand into open infra to study RSI, reward-hacking, multi-agent systems, and whatever comes next. We're built
I'm starting work on my hardware reverse engineering bench (hwrebench.com). For now, this mostly means hacking devices as they arrive from Amazon and picking subtasks to codify into evals later. I'll be posting blogs as I go, + occasional updates in replies here too.
Development update on factorseal, a local secrets vault for Linux, macOS, and Windows. I dive into why we've built another secrets vault in Rust, across Linux, macOS and Windows. github.com/cachix/factors…
I bet we'll get many "simple" tricks that are not always obvious and leave you thinking "wait, you can just do that?" ☕️
Want to learn tips and tricks for building FastAPI apps with AI, directly from @jxnlco on the Codex team at OpenAI? 🤓 Join us at FastAPI Conf in Amsterdam! 🚲 Psst, Sep 20 is the deadline to select your T-shirt size. 👕 fastapiconf.com/speakers/#jaso…
Jev (and the hybrid derivatives that come soon and support generative types) are going to change the game for structured output. Pydantic AI supports Jev today. We'll carry on supporting the bleeding edge of structured output from LLMs.
Pydantic AI agents now run on Jev, the classifier from @typesafeai. Jev doesn't write text, it answers typed questions. So the output_type you already wrote is the question, and the answer comes back as your model, one confidence per field. pydantic.io/8iAZ9
Here's a skill for building and improving programs that call Jev: github.com/dbreunig/build…
Game: race from one Wikipedia page to another using only links Challenge: choosing between hundreds to thousands of links Shows not just intelligence-per-second, but also the compounding benefits of not hallucinating with high-cardinality choices
Thanks to @pamelafox for inviting me to speak at the MCP Community Connect, sharing how to use DSPy to optimize MCP client calls. This slide is the main argument for @DSPyOSS: separating your task from the implementation lets you easily test & adopt new things as they arrive.
@dreamsapi @ronefroni @GaetanLepage_ Soon. Not ready yet. On the CUDA front, looking into adding jetson support: github.com/ekala-project/…
This is why I'll never appeal my Nix ban. They created a narrative and an appeal will be a kangaroo court and opportunity for more sin conjuring. Only path forward is through. Building and improving what was considered the status quo. And demonstrate how their stranglehold on what was considered acceptable caused the death of innovation and progress as well. There's a lot of exciting ways nix can be improved as well as how nix can be leveraged which have yet to be fully realized. A new era of Linux is coming, and I hope people are ready for it.
Nice beta release for DSPy going into the weekend. Killer work by @isaacbmiller1, @MaximeRivest, @michaelnisaac, & co. If you could, kick the tires on the new LM engine pre-release. It’s WAY faster and lighter weight, but there are surely edge cases... github.com/stanfordnlp/ds…
[Ekapkgs] Thought experiment leveraging Nix's immutable system generations to make a cheap A/B boot partition scheme. No mounts, no extra partitions. /run/booted-system becomes blessed/frozen upon successful boot, and the other slot will follow /run/current-system. github.com/ekala-project/…
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