Karim Touma
@karim_opAntofagastino, El lenguaje aprisiona el pensamiento.
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@hokie_crazy
Estoy trabajando hace un tiempo en nuevas arquitecturas de data management Siento que aún con todo lo nuevo seguimos criando caballos más rápidos en vez de subirnos a un auto. karim.touma.io/arquitectura-a…
Hoy estaba armando una minuta desde un audio, me di cuenta que Gemini aún sigue auto-percibiendose como Bard 🤡
There's a duckduckgo_search package. You don't even need an API key to use it
Multi-Head RAG (MRAG), aims to improve retrieval accuracy for complex queries requiring that require fetching multiple documents with substantially different contents. Real-world use cases to demonstrate MRAG improves up to 20% in relevance over standard RAG baselines. Paper -…
I think AI agentic machine translation has huge potential for improving over traditional neural machine translation, and am releasing as open-source a demonstration I'd been playing with as a fun weekend project. Using an agentic workflow, this demonstration (i) Prompts an LLM…
🛝Building RAG with Powerpoint presentations Will use unstructured and HuggingFace to do RAG over your powerpoint presentations! Another fantastic notebook example from @mariaKhalusova colab.research.google.com/drive/1NmLSmUM…
you guys didn't believe me last time so here's an uncut video of me building and deploying a fullstack AI app in less than 10 mins using @v0, @cloudflare ai and workers, @honojs and nextjs there's no better time to build than now. and there's no reason to not keep shipping.
i shipped something today with another friend at a hackathon made in 15 minutes you know, making your online persona is kinda hard, so why not make it instantly pfp.dhr.wtf
If you want an open-source version of the ChatGPT CSV/chart capabilities, then look no further - @MarcusSchiesser has created a comprehensive full-stack template that you can use to jumpstart your own data analyst. This agent template includes the following: 1. An agent that can…
Build a data analyst using @llama_index in no time. Just start a project in create-llama and add the code interpreter tool (using the sandbox from @e2b_dev) Upload a CSV file and get some insights. 🖥️ npx create-llama 📃 github.com/run-llama/crea…
Hidden gem google repos you've never heard of. The biggest alpha ever .... Google/seqio Google/MaxText Google/praxis Google/paxml Google/saxml Google-research/big_vision
it's 1:28AM and I just finished this abomination. fully illustrated toy calculation of 1 transformer layer. why would I make this? idk ask my thesis advisor, "not everyone knows how a transformer works, you have to give an example"
Introducing Gemini UI to Code 🧑💻 A small but powerful app that uses an agentic framework to convert an image to code. Perfect as a starter template or for learning new tricks. Thanks to its improved Vision capabilities, Gemini 1.5 Pro is perfect for this task. 🪄
Generate Structured LLM Outputs with Instructor!🚀 Ever felt overwhelmed by handling structured outputs from large language models (LLMs)❓ Say hello to Instructor, a Python library that makes it a breeze to work with structured LLM outputs. Built on the robust framework of…
📩Local RAG with email Emails are one of the most natural things to do RAG over, but you may want to do it in a local way. Luckily, @mariaKhalusova has you covered with a great resource on how to do this with Unstructured, Ollama and LangChain colab.research.google.com/drive/1ieDJ4Lo…
Question: if you're building agents, how are you building memory? - Are you doing the basic thing of a rolling window over your conversation history? - Are you using different types of indexing like vector search or knowledge graphs? - Are you doing abstractive summarization?…
🎥 Webinar Recording: Memory for Autonomous Agents 🧠 The recording of our recent webinar on memary - a fully open-source reference implementation for long-term memory in autonomous agents - is now available. In this session, the authors of memary, @JulianSaks, Kevin Li,…
OK. Each neuron has a billion tubulins switching at 10 megahertz for 10^16 ops/sec/neuron for 10^27 ops/sec/brain. But computation doesn’t give you consciousness. Here we showed quantum effects in microtubules at warm temps inhibited by anesthesia. pubs.acs.org/doi/10.1021/ac…
New market maps covering the latest AI startups. 1. AI agents from Insight Partners
I've spent the past ~3 weeks going through the entire history of deep learning and reimplementing all the core breakthroughs. It has completely changed my beliefs about deep learning progress and where we're headed. Progress tracker in thread (all resources at the end) 👇
Introducing `Personalized Agentic RAG` - where the LLM remembers key details about the user and automatically chooses the tool for RAG. We'll build: 👏 ChatGPT like memory ⚙️ Function calling 🧙 Multi-Agent orchestration code: git.new/personalization
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