roseway4

7 ms·

61.
by roseway4 2y ago
Something worth noting is that the parent comment refers to using Cursor, not ChatGPT/Claude.ai. The latter are general-purpose chat (and, in the case of ChatGPT, agentic) applications. Cursor is a purpose-built IDE for software develo
62.
by roseway4 2y ago
We extensively use vLLM's support for Outlines Structured Output with small language models (llama3 8B, for example) in Zep[0][1]. OpenAI's Structured Output is a great improvement on JSON mode, but it is rather primitive compared
63.
Zep AI (YC W24) is hiring back end engineers to build LLM long-term memory(ycombinator.com)
1 points by roseway4 2y ago
64.
by roseway4 2y ago
PCA performs horribly on non-linear data.
65.
by roseway4 2y ago
Zep AI (YC W24) | Developer Advocate | https://www.getzep.com | Full-time | SF Bay / Remote US-only Apply at: https://jobs.gem.com/zep Zep is building the long-term memory layer for the LLM application stac
66.
Zep AI (YC W24) Is Hiring a Dev Advocate / Engineer with LLM Experience(jobs.gem.com)
1 points by roseway4 2y ago
67.
Zep AI (YC W24) is hiring a founding Go engineer(jobs.gem.com)
1 points by roseway4 2y ago
68.
by roseway4 3y ago
We use Ellipsis across most of our repos. PR titling and summaries are great and definitely reduce the cognitive load for both code contributors and reviewers. Reviews are also a good first line of defense for code quality, catching issues
69.
Quary: Rust-based data transformation alternative to DBT(github.com)
3 points by roseway4 3y ago|0 comments
70.
by roseway4 3y ago
While not as pretty (and mobile-friendly) as the original link, the calculators below support modeling LoRA-based training, alongside full finetuning. https://huggingface.co/spaces/Vokturz/can-it-run-llm https:&#
71.
Vim Racer – VI Keyboard Skillz Game(vim-racer.com)
4 points by roseway4 3y ago|3 comments
72.
by roseway4 3y ago
A fun browser-based game for practicing your VI keyboard skillz. Come for the game, enjoy the 80's neon fashion and pixel art font.
73.
by roseway4 3y ago
It is alleged that Cruise neglected to provide the DMV with information regarding an incident that led to a pedestrian being badly injured. Other reports claim they willfully withheld information. It appears to be more than a “software bug.
74.
Most Authors of Major Superconductor Claim Seek Retraction(nytimes.com)
12 points by roseway4 3y ago|1 comments
75.
by roseway4 3y ago
You could certainly use Postgres for everything. Zep does. But then you'd also have to build the stuff that Zep does, too.
76.
by roseway4 3y ago
Thanks. I definitely want to make a longer video demonstrating Zep end-to-end.
77.
by roseway4 3y ago
Thanks for the advice! Some benchmarks here: https://blog.langchain.dev/zep-x-langchain-slow-chatbots/
78.
by roseway4 3y ago
Zep has Python and TypeScript packages for teams building without LangChain: https://docs.getzep.com/sdk/
79.
by roseway4 3y ago
Zep author here. LangChain is a great framework and has a very broad and active ecosystem. Many of LangChain's core components, such as chat history "memory," history summarization, entity extraction, vector search, and more,
80.
Zep: Fast, scalable building blocks for production LLM apps(github.com)
104 points by roseway4 3y ago|13 comments
81.
by roseway4 3y ago
You may want to take a look at Zep, an LLM application platform that wraps Postgres, pgvector, embedding models, and more to offer chat memory persistence and document vector search. The Python and TS SDKs are designed to support drop-in re
82.
by roseway4 3y ago
I’m struggling to understand what’s novel here. LLM-based summarization of chat history memory is a well-established technique implemented by many LLM frameworks. Summarizing on every message is, as proposed in the paper, a major performanc
83.
by roseway4 3y ago
Jonathan did just that in his prior blog post: https://jkatz05.com/post/postgres/pgvector-hnsw-performance/ pgvector_hnsw outperforms pg_embedding using a query per sec / recall measure across various co
84.
Researchers Dispute High-Profile Discoveries of Cancer Microbes(nytimes.com)
1 points by roseway4 3y ago|0 comments
85.
Foundations of LLM App Building in TypeScript(blog.getzep.com)
1 points by roseway4 3y ago|0 comments
86.
Semantic Similarity as an Intent Router for LLM Apps(blog.getzep.com)
1 points by roseway4 3y ago|0 comments
87.
Building LLM Apps in TypeScript(blog.getzep.com)
2 points by roseway4 3y ago|0 comments
88.
Building LLM Apps in TypeScript with Langchain.js and Zep(blog.getzep.com)
1 points by roseway4 3y ago|0 comments
89.
Foundations of LLM app development with LangChain.js and Zep(blog.langchain.dev)
6 points by roseway4 3y ago|0 comments
90.
Ball milling destroys PFAS in contaminated soil(phys.org)
133 points by roseway4 3y ago|60 comments

More ›