Real-world SQL agent from Waii Real-world SQL is messy and complicated. If you want to build an agent over SQL, it needs to be pretty complex and detailed LangGraph is great for tasks like this, and this blog from Waii shows how to do so Blog: https://
blog.waii.ai/complex-sql-jo
ins-with-langgraph-and-waii-9e3b093b2942
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@hwchase17
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Building Complex SQL Agents with LangGraph and Waii
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Background Memory Updates in Agent Architecture Pattern
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In this pattern, memory updates are run in the background as a separate graph This has some benefits:
– Does not get in the way of the primary agent response
– Separation of logic from agent and memory This should make memory more modular, I'm looking forward to creating some -
Agent frameworks shift toward low-level control for production readiness
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We’ve just seen you need more low level control to actually get to production for serious app. Most agent frameworks (Autogen, crewai) are following this direction as well. Less strategy and more just what people need to go to prod
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Building Low Level AI Infrastructure and Foundations
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Very happy to be building more low level right now 🙂
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LangGraph with Instructor: Building AI Without LangChain
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Cool example of using LangGraph with @jxnlco
's instructor Don't need to use LangChain to use LangGraph! -
Building AI Applications with LangGraph Framework
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Some good ideas there! Nothing off the shelf we have to do that, but pretty easy to build with Langgraph!
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Internal Library for Complex JSON Schema Updates in Memory Service
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s/o to @WHinthorn who developed this library internally when working on our memory service (requires complex updates to large JSON schemas)
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AI Agents for Scientific Research Applications
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Agents to help with scientific research 👀 https://t.co/5QhPNx41tW
— Harrison Chase (@hwchase17) 10 octobre 2024Agents to help with scientific research
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Agents Need Rollback Capability Across All Domains
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Every agent should have a way to roll back to previous steps For code this can be git commits, for writing can be drafts… but no matter the domain, this functionality is absolutely needed