jlaneve

17 ms·

31.
by jlaneve 1y ago
I've been most impressed with Pydantic AI [1], so much so that we ended up building an SDK around it specifically for LLM workflows on Airflow [2]. [1] https://ai.pydantic.dev [2] https://github.com/astronom
32.
by jlaneve 2y ago
Disclaimer: author of the SDK here. Airflow actually uses decorators to indicate something is an explicit task in a data pipeline vs just a utility function, so this follows that pattern! It also uses an "operator" under the hood
33.
by jlaneve 2y ago
Disclaimer: author of the SDK here. It is _potentially_ more restrictive than writing pure Python functions, but the plus side is that we can interject certain Airflow-specific features into how the agent runs. And this isn't mean for
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by jlaneve 2y ago
I appreciate the distinction between agents and workflows - this seems to be commonly overlooked and in my opinion helps ground people in reliability vs capability. Today (and in the near future) there's not going to be "one agent
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Build LLM Workflows Before Agents(astronomer.io)
4 points by jlaneve 2y ago|0 comments
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Show HN: Airflow AI SDK to build simple LLM workflows(github.com)
2 points by jlaneve 2y ago|1 comments
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by jlaneve 2y ago
Hi HN, We've built an SDK for building DAGs / data pipelines with LLMs in Apache Airflow [1] using Pydantic AI [2] under the hood. I've seen success across the board with Airflow users building simple LLM workflows before mov
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DeepSeek V3-0324 Posted to HuggingFace(huggingface.co)
3 points by jlaneve 2y ago|0 comments
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by jlaneve 2y ago
Astronomer | Software Engineer, Office of the CTO | NYC | astronomer.io Astronomer is a Series C data infra startup building a data ops platform for our customers on top of Apache Airflow. Airflow is one of the largest open-source data proj
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by jlaneve 2y ago
Here's their blog post announcement too: https://digitalhumanity.substack.com/p/project-sid-many-agen...
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Uber QueryGPT(uber.com)
1 points by jlaneve 2y ago|0 comments
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TypeSpec(github.com)
1 points by jlaneve 2y ago|1 comments
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Atlassian Data Platform Architecture(atlassian.com)
3 points by jlaneve 2y ago|0 comments
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Nvidia releases ChatQA-1.5 in violation of Llama 3 license(huggingface.co)
3 points by jlaneve 2y ago|1 comments
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by jlaneve 2y ago
> The team started by singling out the code responsible for packaging the spacecraft’s engineering data. They sent it to its new location in the FDS memory on April 18. A radio signal takes about 22 ½ hours to reach Voyager 1, which is o
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by jlaneve 2y ago
This fits in about 9gb vRAM, right over the 8gb in an RTX 4060 (unless you're talking about the 16gb version). You could continue quantizing it down past 8 bits but at that point you're losing a lot more precision, so YMMV
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Llama 3 8B Instruct quantized with GPTQ to fit in 10gb vRAM(huggingface.co)
2 points by jlaneve 2y ago|3 comments
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by jlaneve 2y ago
Hey HN! We've had lots of success using quantized LLMs for inference speed and cost because you can fit them on smaller GPUs (Nvidia T4, Nvidia K80, RTX 4070, etc). There's no need for everyone to quantize - we quantized Llama 3 8
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The UX of UUIDs(unkey.dev)
216 points by jlaneve 3y ago|206 comments
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AexPy: Detect breaking changes in Python packages(github.com)
2 points by jlaneve 3y ago|0 comments
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Lyft shares rise 60% because of a typo(news.yahoo.com)
1 points by jlaneve 3y ago|0 comments
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Astro runs billions of Airflow tasks around the world(astronomer.io)
2 points by jlaneve 3y ago|0 comments
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Phil Katz(en.wikipedia.org)
2 points by jlaneve 3y ago|0 comments
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If you had to guess what % of Americans are(small-population-quiz.vercel.app)
4 points by jlaneve 3y ago|2 comments
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by jlaneve 3y ago
I don't know much about Bracket, but looking through their docs[1] it looks like they support streaming from Salesforce as an alternative to batch/scheduled jobs (which is what Fivetran does) [1] https://docs.usebracket
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by jlaneve 3y ago
The Trunk registry[1] that they support is also super interesting, nice to see all Postgres extensions in one place [1]: https://pgt.dev/
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by jlaneve 3y ago
Heads up, this blog doesn't seem to work on Safari. I see a couple errors in the console, but the culprit appears to be `SyntaxError: Invalid regular expression: invalid group specifier name`
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Show HN: Open-source implementation of A16Z’s LLM architecture(ask.astronomer.io)
4 points by jlaneve 3y ago|0 comments
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An open-source implementation of A16Z’s LLM architecture(github.com)
1 points by jlaneve 3y ago|0 comments
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Apple Sep 2023 Event: “Wonderlust”(apple.com)
61 points by jlaneve 3y ago|96 comments

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