jonathan-adly

6 ms·

31.
Optimizing Vector Storage with halfvecs. A free lunch?(blog.colivara.com)
9 points by jonathan-adly 2y ago|1 comments
32.
by jonathan-adly 2y ago
Super cool- love this.
33.
by jonathan-adly 2y ago
Yea - 100% agree. Migrating old projects is really hard. DRF paradigms is just too opinionated and it will be basically a rebuild. What we did for a client was to do api/v2 - and essentially do one endpoint migration at a time. api-v2
34.
Is async Django ready for prime time?(jonathanadly.com)
3 points by jonathan-adly 2y ago|2 comments
35.
by jonathan-adly 2y ago
One thing I would highly recommend is to know familiarize yourself with what tools exist. For example, people spend thousands of hours trying to make PDFs with lots of charts and tables work via chunking and splitting. They aren't even
36.
My Uv Docker Workflow(jonathanadly.com)
1 points by jonathan-adly 2y ago|0 comments
37.
by jonathan-adly 2y ago
My startup using htmx was there - and it was acquired successfully. They migrated pretty quick to react after the acquisition due to team dynamics (offshore big teams - seeped into JS heavy client, thin server culture). htmx was a struggle
38.
Hyperscript Behaviors(jonathanadly.com)
1 points by jonathan-adly 2y ago|0 comments
39.
Hyperscrips Widgets(benpate.github.io)
1 points by jonathan-adly 2y ago|0 comments
40.
Long Context vs. RAG(jonathanadly.com)
4 points by jonathan-adly 2y ago|0 comments
41.
Securing Your Self-Hosted Open Source AI Application(jonathanadly.com)
2 points by jonathan-adly 2y ago|0 comments
42.
by jonathan-adly 2y ago
This is excellent. I have been running a very similar stack for 2 years, and you got all the tricks of the trade. Pgvector, HyDe, Web Search + document search. Good dashboard with logs and analytics. I am leaving my position, and I recommen
43.
by jonathan-adly 2y ago
it is not about liking it. They won't like it even with determinism. The idea is to NOT learn new things, and keep doing things the old inefficient way. More headcount and job security this way.
44.
by jonathan-adly 2y ago
I built and sold a company that does this a year ago. It was hard 2 years ago, but now pretty standard RAG with a good implementation will get you there. The trick is, healthcare users would complain to no end about determinism. But, these
45.
Ollama with Llama3 and Code Interpreter(jonathanadly.com)
2 points by jonathan-adly 2y ago|0 comments
46.
by jonathan-adly 2y ago
I used this as part of my bigger write up on how to open source a Python package in 2024.[0] It is really great and takes away a lot of pain. 0. https://jonathanadly.com/open-sourcing-a-python-project-the-...
47.
by jonathan-adly 2y ago
I have something similar[0] but with a different philosophy. Basically, a docker container running and you can execute code against with ability to set timeouts, auto install and uninstall dependencies and a bunch of other cool stuff. The p
48.
Show HN: Open-source Code Interpreter Alternative that works with LLM(github.com)
1 points by jonathan-adly 2y ago|0 comments
49.
Open Sourcing a Python Project the Right Way in 2024(jonathanadly.com)
1 points by jonathan-adly 2y ago|0 comments
50.
by jonathan-adly 2y ago
Great article. It’s not so bad as a user of python honestly. Venv goes a long way, and with docker its get the rest of the way there. The problem is when you want to open-source a package. I consider myself a professional Python developer,
51.
Ask HN: How to open-source a Python package the right way?
3 points by jonathan-adly 3y ago|0 comments
52.
by jonathan-adly 3y ago
Very Cool! Would it work for Pydantic out of the box? Or that's something coming along?
53.
by jonathan-adly 3y ago
Main thing is to curate a good set of documents to start with. Garbage in (like Bing google results like this study did) --> Garbage out. From the technical side, the largest mistake people do is abstracting the process with langchain an
54.
by jonathan-adly 3y ago
If anyone is interested - my startup which did exactly this was acquired 8 months ago. As many mentioned - the sauce is in the RAG implementation and the curation of the base documents. As far as I can tell, the software is now covering ~11
55.
by jonathan-adly 3y ago
I didn't really trust Google's 1m+ context. But I trust this paper and 1m+ context would be available everywhere. I know people complain about hardware and compute resources. But, this is like complaining about Python resource usa
56.
by jonathan-adly 3y ago
So - I have a theory. My 3 year old mac is easily running 7b models that are really good at producing content. It can produce 3000 words per minute easily. Essentially, having the cost of production for producing SEO-optimized articles to e
57.
by jonathan-adly 3y ago
Power usage by itself is meaningless. The real question is the power providing utility or not. Like, no one thinks data centers for AWS are bad. They provide real benefit and utility. But, perhaps power wasted on cloth dryers and Christmas
58.
by jonathan-adly 3y ago
Here are 2 relevant scenarios. A homeless alcoholic withdraws and gets seizures, spending a week in the ICU. He is not on Medicaid, but qualifies. After paying for all his care and applying for Medicaid on his behalf. The hospital might get
59.
by jonathan-adly 3y ago
The article is a bit misleading in that it uses revenue. Typical margins in a health-system is slim. 3-6%. So, actual 1-2% charity care of revenue is quite significant. The thesis is correct that a health-system CEO shouldn’t make $17m&#x2F
60.
by jonathan-adly 3y ago
Looks like an awesome product! Looking forward to trying it out!

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