For all the attention ChatGPT and chat interfaces get, we haven't digested what's possible with this year's LLMs. We haven't finished integrating LLMs into our apps. Getting there is a big part of what I want to achieve through Scale Spellbook. https://
scale.com/spellbook
TOOLS
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Integrating LLMs into Applications and the Potential of Scale Spellbook
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Copilot’s Grounding in Codebase via Prompt Engineering Explained
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Copilot also has lots of grounding in the codebase through clever prompt engineering so that might be what you’re noticing.
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Memory Support Now Works with Multiple Chain Inputs
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Memory support for chains with multi inputs Previously, memory only worked if there was single input This meant it couldn't work in cases like question/answering, where you passed in multiple inputs (documents and a question) Now it can: https://
langchain.readthedocs.io/en/latest/exam
ples/memory/adding_memory_chain_multiple_inputs.html
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SerpAPI Wrapper Gains Sports and Knowledge Graph Results
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Add sports & knowledge graph results to SerpAPI wrapper When working on http://
howdoi.ai, @brunotorious noticed that results for sports were not found, due to parsing of SerpAPI results. So he fixed it! See screenshots for before and after https://
x.com/brunotorious/s
tatus/1607088382521507841?s=20&t=ar8qq203aMD2Hxs3yuNYRQ
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LangChain v0.0.51 Release: Enhanced Tools, Memory, and Documentation
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v0.0.51 Unify return types for intermediate steps – h/t @johnjnay Add sports & knowledge graph results to SerpAPI wrapper – @brunotorious Document improvements: @eltociear @samcwl Making tools editable – h/t @brunotorious Memory support for chains with multi inputs
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Making Tools Editable: Customize Tool Descriptions for Better Agent Performance
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Making tools editable When loading tools, they come with default descriptions. Sometimes, as @brunotorious pointed out, you may want to edit their descriptions in order to get them to work better with agents Now you can: https://
langchain.readthedocs.io/en/latest/exam
ples/agents/custom_tools.html#Modify-existing-tools
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ChatGPT Creates PowerPoint Presentations Automatically
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🔥🔥 POWERPOINT HECHOS CON IA 🔥🔥
— Carlos Santana (@DotCSV) 28 décembre 2022
¡POCA BROMA! Pensaba que era una inocentada y hasta que no lo he probado no lo he creído: ChatGPT de los PPTs.
En realidad tiene sentido, tenemos todas las herramientas para convertir en segundos cualquier tema en una soporífera presentación👇 https://t.co/QUwHT4zEpG pic.twitter.com/E6fJGLkPVjPOWERPOINT HECHOS CON IA ¡POCA BROMA! Pensaba que era una inocentada y hasta que no lo he probado no lo he creído: ChatGPT de los PPTs. En realidad tiene sentido, tenemos todas las herramientas para convertir en segundos cualquier tema en una soporífera presentación
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AI-Powered Customer Microsegmentation Use Case
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Understand customer microsegments with artificial intelligence. Read the use case: https://
h2o.ai/solutions/use-
case/smart-segmentation/?utm_medium=Organic-Social&utm_source=twitter&utm_campaig=usecase
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