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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AI
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LangChain RunnableMap Parallel Operations Guide
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LangSmith Parallel Execution Optimization in Runnable Maps
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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
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Multi-source retrieval API calls optimization challenges
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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. -
Three Essential Tools for Startups: CSV Import, Analytics, Search
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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 -
The Essential Martech Expert for Growth Teams
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At the center of most great growth teams is a 10x Martech person.
— Lenny Rachitsky (@lennysan) 13 août 2023
In my latest conversation with @AustinAHay (Reforge, Ramp, Runway), learn:
∟ What a Martech person can do for your business
∟ When and how to hire one
∟ Austin’s golden growth stack
∟ Much more pic.twitter.com/eIATzIRROiAt the center of most great growth teams is a 10x Martech person. In my latest conversation with @AustinAHay (Reforge, Ramp, Runway), learn:
∟ What a Martech person can do for your business
∟ When and how to hire one
∟ Austin’s golden growth stack
∟ Much more -
Ultimate Guide to MarTech with Austin Hay and Reforge
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Listen now Apple: https://
podcasts.apple.com/us/podcast/the
-ultimate-guide-to-martech-austin-hay-reforge-ramp/id1627920305?i=1000624294105
… Spotify: https://
open.spotify.com/episode/1oz8M1
hnAV2Nch59gEFS2W
… YouTube: -
OpenAI improves ChatGPT UX for better user discovery and retention
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General assistants are powerful, but discovery is painful. 90+ percent of my ChatGPT use is mobile, so I missed this UX update, but looks like OpenAI is helping less-chatgpt-savvy users crack their first use case to improve user value and retention. Good addition.
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Emerging Tech Trends: Generative AI and Machine Learning Impact
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Latest #TechTrends2023 research outlines the most significant technology trends unfolding today, including #GenerativeAI, #MachineLearning, immersive reality, and more by @McKinsey Find out how much these emerging technologies may impact your
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Top Silicon Valley Priorities: AGI, Longevity, Space, BCI
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When I look at what the top SV minds of the world are focused on or investing in, it’s: Longevity – living longer, biohacking AGI Building new cities/communities Space exploration Ocean exploration (not climate change) Connectivity Neurohacking and BCI
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Chinese censorship risks for diaspora tech professionals
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I have Chinese friends living in LA who express the same sentiment in private. Sad that it’s a risk to maintain access to China for family and business reasons if you express these views publicly.