spacy
@dosco
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building the unofficial dspy framework. llm's / compilers / prev linkedin ad serving
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we have a exciting roadmap towards building the best llm framework in the typescript world
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ax has now reached 800+ stars. seems seems small in the scheme of things but it's how all things start. it's hard work, coding, evangelizing, helping folks use it. i'm convinced it's the best framework to build llm stuff with so i'm willing it into existence.
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@Kartikayb77
the biggest trick education pulled was to tell us we need to know before we do
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Hey H1B's I was one of you until I got a PR in Toronto now working on my own startup. I highly recommend Canada 🇨🇦 Ask me anything.
#H1B
#H4EAD
#Greencard
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@jmhodges
It depends I built this thing which saves me hours. It auto compiles GraphQL to SQL. Supports deeply nested queries, inserts, updates, recursive queries, etc
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@yacineMTB
open source dosen't have to who cares about token costs when you can run your own private llm
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@anduriltech
often you can tell how based something is just off the vibes and i support these vibes. usa usa
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@TechEmails
when i was forced to develop for symbian i sent the ceo of nokia a 2 page email on why he should drop it and go with android he replied in short that smarter people where building symbian and it'll be the best thing ever soon
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open source is the darwinian battle of code let them fork and build. more power to that!
I just quit my 270 000$ job at Coinbase to join the first YCombinator fall batch with my cofounder
@not_nang
.
We're building PearAI, an open source AI code editor. Think a better Copilot, or open source Cursor. But you've heard this spiel already... 🧵⬇️
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@simonw
I built Super Graph a GraphQL to SQL compiler in GO. I wrote it cause I did not want to deal with SQL. How would you write the query to fetch the data for this below GraphQL? Only 1 SQL query allowed. Also topics is an int array column on threads that is related to a tags table.
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Build a MongoDB like NoSQL JSON database on Postgres with one line of SQL.
CREATE TABLE jsonDB ( data jsonb );
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@mitsuhiko
I'm working on an automatic GraphQL to SQL compiler in Go. It does discover on your DB and generates a single efficient SQL query for even deeply nested GraphQL queries and mutation.
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llm-client the best way to build with llm's - api calling, cot reasoning, simple, sensible defaults and support for openai, cohere, claude, google, together, etc
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I'm excited to unveil 'Ax' the best framework to build powerful agents, agentic workflows, and anything else thats powered by LLMs. This is a pure open-source labour of love that evolved over a couple years.
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@yacineMTB
getfriend would have been fine discovery is via app stores, ads and social so 🤷♂️
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@dvassallo
and now they're being brainwashed to learn useless sever ops instead of building their product and talking to customers
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My kid aka DJ Nocturnal playing an amazing self created set on
@sonic_pi
cc
@samaaron
@simplyflipflops
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@alexalbert__
checkout ax the dsp powered typescript agent building framework works great with anthropic claude. multi-modal, streaming parsers, dsp, rag tons of useful stuff.
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@djbaskin
@bendhoward
the guys discussing the ai in the robot at the end of the video is the most sf thing ever
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With GraphJin just put the below code into a file and now you have a REST and a GraphQL API instantly.
GraphJin automagically coverts GraphQL into a working API endpoint.
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after dspy, "society of minds" is the other seminal paper in the llm space. working on something open source related excited to share soon
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Just got done with a fantastic trip to the Maker Faire 2015. Enjoy the robot dance
#MakerFaire
http://t.co/rzLeFdEJka
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Excited to share "Minds" with you'll. A new way to build app backends and workflows entirely with AI (LLMs from OpenAI and Cohere). The AI can call your APIs, lookup in your database, etc. 🙏
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@soumithchintala
i might have called it first 🙂
we don't really know if gpt4 is a single model or multiple behind a classifier
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my ai stack:
copilot for code
gpt4 for reasoning+functions
claude2 for chat/pdf/research
uncen. local llama2 for everything else
sd for local images
mj for more complex images
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in dspy you can often massively improve performance just by switch the field ordering of your inputs and outputs. think about then in terms of dependencies
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ax is a framework built for creating agentic workflows based on the stanford dspy paper. at it's core is the concept of prompt signatures, everything is built on this even agents and teams or agents.
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@migueldeicaza
I was part of a group hosting rms in Bombay in like 15+ years ago. I remember him scolding a few confused politicians and police officials when they shook his hands and asked him if he created Linux. They should have said GNU / Linux they were pretty stunned.
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I'm really excited to share the first DSP based library for prompting and working with LLMs in Typescript/JS. I'm a huge fan of thinking of prompts as programs and creating typed prompts using a simple notation called "prompt signatures" has been a game changer for me.
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my mlops community podcast just dropped. was extremely cool to be invited. watch and learn DSPy, Ax, LLMs, and all things based
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@dotta
i built this it's kinda similar but focused on being easy to use and in typescript/javascript and has lots of useful examples
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When you need full-text search people often reach out for Elastic or something which is fine if you want to babysit a giant java app. Why not just use Postgres you trusty database that you're already probably using.
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the new llm powered siri is awesoome, instant and deep integration into ios
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Canada needs more of you to come on up here and take the tech ecosystem to the next level. All while you and your family enjoy a free and fun life in a really cool city. No sleepless nights, No H1B renewals, No H1B transfers, No H1B.
#H1B
#H4EAD
#Greencard
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@bindureddy
i've been building llm powered workflows since days of bert. hard problems need to be broken down into classification, extraction, retrieval, summarization, etc using independant contexts. error correct, examples, assertions are needed for guidance. also no json, yaml, whatever.
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@Drachs1978
@crypt0x_0
i love go, wrote a ton of it never touched generics though, feel like its dying based off people talking about it on here
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We're launching a Podcast 🥳 🎙. My friend
@strlen
and I have teamed up to bring our excitement about all things computing to more people. Join us to chat about distributed systems, clouds and other topics we love
Apple:
Spotify:
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@AndrewYNg
also to add use examples in your prompt and don't depend on instructions. this is why the DSP framework is getting so popular. plug my typescript DSP library
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@tom_doerr
or use ax and get streaming, multi-modal dspy with agents and typed signatures across any llm model
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dspy is popular cause it gave us a level of control over prompts that instructions failed to
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@yacineMTB
@iamgingertrash
scammy colleges which the govt. overlooks is the cause of the problem
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A quick note. If you need a high-performance GraphQL API on top of your Postgres or Mysql DB without writing any code try GraphJin its pretty magical.
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i should build a thing to take the latest prompting or tuning papers and genrate dspy code for them
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42Papers has a cool new about page. Come find the top trending papers in DL / ML / CS to read this week.
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A task queue is a very common piece of any production infrastructure. Before reaching for another service to handle this consider using your existing Postgres database. At 10K writes per second it'll fit most peoples needs.
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I'm excited to see how LLMclient is shaping out. It's the ultimate TS library for working with LLMs. DSP + RAG + Agents + PDF/DOCX/XLS/PPT/etc to Text Converters + Custom API implementation for top 11 LLMs with full function calling / tools support. Lots more in the works.
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Super Graph now supports GraphQL subscriptions. It'e a highly scalable implementation. Near realtime database updates.
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@LinaAsahi
curious is somehow the apple graphics system closer to a gpu like nvidia than most othet integrated ones?
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I'll be talking about LLMclient the typescript library for building with llm's (Based on the Stanford DSP paper) at 11:30am PST (2:30pm EST) feel free to join us.
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@1littlecoder
opportunistic plug, try llmclient it's built on the dsp paper, in typescript, no dependencies, sensible default, lots of llms and a ton of very useful shit.
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Postgres the ultimate microservice
1. Search & Autocomplete
2. Key-Value Store
3. Task Queue
4. Web Scale 🙂
One big misconception out there is that a relational database like Postgres is slow. Postgres is fast very fast!
1. Scan 1M rows per second
2. Filter 5-10M rows per second
3. Aggregate 2-10M rows per second
4. 10K inserts per second
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I documented the whole Canadian PR process. I would say its pretty easy and transparent. It's a point based process you need to make the cut off to be selected form a pool. Also almost . entirely online.
#H1B
#H4EAD
#Greencard
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typescript library for building with llms, dsp + agents + semantic routing + prompt tuning + prompt signatures. working on making llmclient the ultimate tool. check it out it's made my llm work 100x better.
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@golang
Building Super Graph an instant GraphQL to SQL compiler in Go was such a learning experience I couldn't have built such a feature rich and complex piece of code so quickly in any other language.
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I strongly believe in tiny team no venture startups. 1 or 2 person teams. I built and now in this model.
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late night coding is extreme coding, you either get crazy bugs or massive breakthroughs
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@dvassallo
and we certainly want a bunch of over confident devs manging linux setups, firewalls, disk encryption, and db backup, rolling their own auth and the list goes on. hope they know there are serious liabilities when they loose customer data or get hacked
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