SQL Research Assistant Lots of data is locked in SQL tables Most text-to-SQL apps try to convert a user question to a single SQL statement – but that often isn't enough for complex questions So how we enable more complex question answering over SQL tables? We've
@langchain
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Question Answering Documents Using LangChain Vertex AI
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Question Answering with Documents using LangChain and Vertex AI Matching Engine Learn how to use Vertex AI Matching Engine to ground your LLM in company documents Ingestion and generation powered by LangChain Code: https://
github.com/GoogleCloudPla
tform/generative-ai/blob/main/language/use-cases/document-qa/question_answering_documents_langchain_matching_engine.ipynb
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Open-Source AI Agent Automates Google Calendar Management
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Open-Source Google Calendar Assistant Managing one's calendar can be a repetitive task – perfect for automation with an AI agent @jackgordley
's recent open source project tackles exactly that! Blog: https://
gordles.io/posts/calvin
Code: https://
github.com/jgordley/Googl
eCalendarAssistant
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Google Releases Seven LangChain Notebooks for Gemini Integration
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LangChain x Google The official Google `generative-ai` repo has a ton of resources for getting started with Gemini This includes SEVEN different notebooks for using LangChain to orchestrate a Gemini-powered LLM app Dive into all the goodness: https://
github.com/GoogleCloudPla
tform/generative-ai/tree/main/language/orchestration/langchain
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NVIDIA Releases LangChain AI Endpoints Integration Package
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pip install langchain-nvidia-ai-endpoints https://t.co/ZLZUEgqfMr
— LangChain (@LangChain) 18 décembre 2023pip install langchain-nvidia-ai-endpoints
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ChatChaos: Stress Testing LLMs with Chaos Engineering
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Chaos Engineering The behavior of LLMs can be unpredictable and chaotic ChatChaos is a fake LLM by @andrewnguonly specifically designed to return invalid JSON, hallucinate, and have long response times Can be used to stress test your system! Blog:
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FastUI-Chat: Python Frontend Framework for LangChain Applications
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FastUI-Chat Want to get an easy frontend for your LangChain app? All written in Python? @Shroominic made an awesome example hooking up LangChain to FastUI (a new framework from the @pydantic team) Check it out here: https://
github.com/shroominic/fas
tui-chat/tree/main
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LangChain Ecosystem Expands with Major Component Updates
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LangChain Ecosystem Update (by @CobusGreylingZA
) We've made a lot of changes to the LangChain ecosystem – but don't just take our word for it @CobusGreylingZA wrote a great writeup of what's changed and what all the different components are Blog: https://
cobusgreyling.medium.com/the-langchain-
ecosystem-is-expanding-at-a-tremendous-pace-135756e162e9
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LangChain Context-Aware Reasoning: 4 Methods & 6 Architectures
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For an introduction to what it takes to build "context-aware reasoning applications" (the main goal of LangChain) check out @hwchase17
's recent TED talk Dives into: The 4 different ways to provide context to LLMs
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LangChain Release Notes: New LLM Integrations and Templates
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LangChain Release Notes Week of 12/11 LangChain Core, LangChain Community, and LangChain v0.1
New LLM integrations like Mixtral and Gemini
5 New LangChain Templates
Lot's of community apps to highlight Read here & sign up to get it in your inbox every other week: