And finally, chat: we explain how to use memory to enable follow up questions, why that is necessary, and methods for doing so Big shout to to @RLanceMartin for helping prep all these materials!!!! Always fun to do these! What topic should we do next?
GENERATIVE AI
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Six RAG Modules: Deep Dive on Text Splitters and Retrieval
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There are six modules: – Document loaders
– Text splitters
– Embeddings and vector stores
– Retrieval
– QA generation
– Chat We go deep on each one. The three I think are most interesting/insightful: text splitters, retrieval, chat -
Advanced Text Splitting and Semantic Retrieval in LangChain
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Text splitters: there's a lot of nuance in how you split text!! We cover a few examples of the advanced methods we have in LangChain Retrieval: semantic search can get you 80% of the way there easily, but getting that last bit can be hard. We cover methods to push further
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Deep Dive: Using LLMs to Chat with Your Data
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New @DeepLearningAI_ class I had so much fun teaching the last one with @AndrewYNg I had to return for a follow up This one is a deep dive on the most popular applications of LLMs to date: using them to chat with your data What do we cover?
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How AI Will Transform Search and Content Creation
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How Will AI Change Search And Content Creation?
#AI #AIio #BigData #ML #NLU #Futureofwork http://
ow.ly/ort530svSfn -
How AI Will Transform Search and Content Creation
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How Will AI Change Search And Content Creation?
#AI #AIio #BigData #ML #NLU #Futureofwork @gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli http://
ow.ly/mIC730svStJ -
Workday Developer Community Culture Drives AI Innovation
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The developer community at @Workday thrives on a strong culture and core values, driving engagement with developers, partners, and customers. By empowering developers to build solutions rapidly, fostering collaboration, embracing #AI and #ML, and investing in developer growth,
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GPT-Migrate: Migrate Your Codebase Between Frameworks
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◐ GPT-Migrate ◑
— AK (@_akhaliq) 5 juillet 2023
migrate your codebase from one framework or language to another
github: https://t.co/FkMdhzW2Kj pic.twitter.com/JWZW19TtNv◐ GPT-Migrate ◑ migrate your codebase from one framework or language to another github: https://
github.com/0xpayne/gpt-mi
grate
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Microsoft Azure AI Studio Enables Custom Copilot Development
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How Microsoft's Azure AI Studio Will Allow Companies To Build Custom Copilots – SlashGear Microsoft Azure AI Studio, as the company announced at Build 2023, is a new endeavor that will allow users to further the burgeoning potential of AI. Read More: https://
bit.ly/3XydQfn -
Appreciation for MPT Article and FSDP Implementation Question
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Thanks for writing & sharing your latest article on MPT. Really well written and has just the right level of detail .
One question though. You wrote > "The entire training framework is based upon PyTorch’s Fully Sharded Data Parallel (FSDP) package and uses no pipeline or