AI - AI Dynamics

→ View original post on X — @gp_pulipaka

AI with Python Cookbook: Essential Guide for Data Scientists

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@gp_pulipaka

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13 August 2023 20h24

AI with Python Cookbook! @benji1a #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/PyCookbook

→ View original post on X — @terence_mills

Harness Launches Generative AI Assistant for Developer Efficiency

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@terence_mills

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13 August 2023 20h01

Harness releases generative AI assistant to help increase developer efficiency
#AI #AIio #BigData #ML #NLU #Futureofwork @ahier @guzmand
@DavidBrin @denisegarth @dez_blanchfield @diioannid @DioFavatas @gerald_bader http://
ow.ly/qx3k30swABJ

→ View original post on X — @mjasay

Mission Impossible AI Portrayal Wildly Implausible Entertainment

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@mjasay

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13 August 2023 19h53

Ditto in the new Mission Impossible movie. Rogue AI and so wildly implausible that it was only enjoyable once I recognized that *everything* about the movie is implausible, and gave in. 🙂 https://
washingtonpost.com/technology/202
3/07/28/mission-impossible-ai-not-realistic/
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→ View original post on X — @aibreakfast

Google DeepMind’s Gemini to surpass GPT-4 with AlphaGo-LLM combination

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@aibreakfast

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13 August 2023 19h48

Google DeepMind’s CEO @demishassabis says their new AI model "Gemini" will far surpass the capabilities GPT-4 Gemini (still several months from release) is a multi-modal AI system that combines their Go-winning program, AlphaGo, with LLM capabilities. Google acquired

LangChain RunnableMap Parallel Operations Guide

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13 August 2023 19h39

In this case, we have a `RunnableMap` (the dictionary) For these operations, they are run in parallel See our guide on that here: https://
python.langchain.com/docs/guides/ex
pression_language/interface#parallelism
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LangSmith Parallel Execution Optimization in Runnable Maps

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13 August 2023 19h39

If we look at the LangSmith trace, we can see that the overall RunnableMap step is less than the sum of its components (because those components are run in parallel

LangChain Expression Language enables parallel operations optimization

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13 August 2023 19h39

If you do these operations sequentially, they can start to add up That's why it's important to do them in parallel One nice attribute of the LangChain Expression Language is it tries to do things in parallel where ever possible

Multi-source retrieval API calls optimization challenges

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13 August 2023 19h39

Each retrieval step requires it own API calls: – For SQL, you need to call an LLM to generate a query
– For vectorstore, you need to create an embedding And this is just for two retrieval sources – but it's easy to imagine extending this to more.

→ View original post on X — @lennysan

Three Essential Tools for Startups: CSV Import, Analytics, Search

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@lennysan

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13 August 2023 19h38

Thank you to: @oneschema_co
—Import CSV data 10x faster: https://
oneschema.co/lenny @mixpanel
—Event analytics that everyone can trust, use, and afford: https://
mixpanel.com/startups @brave
—An independent, global search index you can use to power your app: https://
brave.com/lenny