Posted a thread about why I think it's interesting to build self-contained personal web apps that exist as a single process that writes to a SQLite database, as opposed to apps that require separate MySQL/PostgreSQL/Redis/etc servers
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Replicate Increases Default Rate Limits for API Predictions
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We've also increased our default rate limits. You can create 10 predictions a second, bursting up to 600 predictions a second. https://
replicate.com/docs/reference
/http#rate-limits
… We can support higher rates too – just email us: team@replicate.com -
Groq Highlights Compiler Engineer Zachary Cetinic at SC22
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@GroqInc has been exceptional at hiring the best talent in the technology industry. Zachary Cetinic, Compiler Engineer, is a perfect fit to our team. You can hear Zachary present at #SC22 and meet him at our booth, #3047. Learn more at https://t.co/nD3jMJOsyE#WhyGroq pic.twitter.com/1BMwOkyVqk
— Groq Inc (@GroqInc) 4 novembre 2022@GroqInc has been exceptional at hiring the best talent in the technology industry. Zachary Cetinic, Compiler Engineer, is a perfect fit to our team. You can hear Zachary present at #SC22 and meet him at our booth, #3047. Learn more at https://
groq.com/sc22/
#WhyGroq -
ERNIE-Layout Achieves SOTA Results on Document Understanding Tasks
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Introducing ERNIE-Layout, a layout knowledge enhanced document pre-training model that obtained SOTA results on 11 datasets and won 1st place on DocVQA (exceeding 90 for the 1st time) and WebSRC. Check Zero-shot Demo @huggingface
: http://
huggingface.co/spaces/PaddleP
addle/ERNIE-Layout
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Cloud Computing AI Automation Business Case by UST Global CIO
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The business case for adopting #CloudComputing #AI and #automation is fundamentally sound, said Sunil Kanchi, #CIO of @USTglobal as is the case for #lowcode
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Powerful Tool for K-Shot Datasets and Prompt Chaining with Collapsible Tree UI
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@dust4ai takes some work to wrap your head around, but it's very powerful — gives a collapsible tree UI for representing k-shot example datasets, prompt templates, and prompt chaining with intermediate JS code. Replaces a lot of code around prompt APIs. http://
dust.tt -
GitHub Actions Compiles SQLite Database from Flat Files
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I have a whole bunch of repos these days that use GitHub Actions to effectively "compile" a SQLite database from flat files at deploy time – this one for example https://
github.com/simonw/til/blo
b/b65ac961270a021c9648f640152a1804871f79d7/.github/workflows/build.yml#L49
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SQLite as Fast C API for Efficient Data Access
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I mainly see SQLite as a fast C API for accessing subsets of data from a file on disk, optionally using indexes to speed up that access It makes all of the decisions about what gets read into memory and when for me, so I can pretty much ignore those low level details entirely
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Langchain Python Package Implements Advanced LLM Prompting Techniques
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@hwchase17
's Python package Langchain implements and lets you easily compose many published LLM prompting techniques. Implements self-asking, web search, REPL math, and several of my own prompts. -
Humanloop Playground enhances prompts and API endpoint creation for AI
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First up, @humanloop has a Playground that brings variable interpolation to prompts and lets you turn them into API endpoints. Once you're deployed, it also lets you collect past generations along with user behavioral feedback for fine-tunes. https://
humanloop.com