Awesome video on how to build a ChatGPT-like chatbot on slack:
@langchain
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LangChain Unstructured Integration for Data Cleaning
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Before you can use LangChain with your data, you first need to clean it up. That's where an integration with @UnstructuredIO comes in Blog Post: https://
blog.langchain.dev/langchain-unst
ructured/
… We'll use Unstructured to power a lot of our document loaders: https://
langchain.readthedocs.io/en/latest/modu
les/document_loaders.html
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React Prompting for LangChain Agents and Tool Integration
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A good thread on react prompting! We use this in a bunch of places in langchain, eg to power agents to work with arbitrary tools: https://
langchain.readthedocs.io/en/latest/modu
les/agents/getting_started.html
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Bug fixes and improvements in AI framework release
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And lots of bug fixes/improvements, including: Docs: Ryan Walker, Zach Schillaci
Right encoder: h/t @spolu Fix length based example selector: Jeremy Giberson
Fix loading from Hub: seanaedmiston
Returning SQL directly: Zach Schillaci
Optionally turning off validation: @GlavinW -
Milvus Vector Database Support Added to LangChain
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@milvusio vector DB support Vectorstores are a key part of most workflows, and @FilipHaltmayer and @frankzliu added support for Milvus, a commonly requested open source vector DB Documentation: https://
langchain.readthedocs.io/en/latest/modu
les/utils/combine_docs_examples/vectorstores.html#milvus
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OpenAI LLM Retry Support Added to LangChain
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Retry support for OpenAI LLM If everyone's busy making LangChains, sometimes we overwhelm @OpenAI servers (sorry) @wskish started and @ankush_gola11 finished a PR adding retry logic so this is a little less painful
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Token-Based Text Splitter for LangChain Applications
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A new token based text splitter Splitting text is another big part of applications. Mostly has been done on a character level up until now @kahkeng added a new way to split text, based on tokens Docs: https://
langchain.readthedocs.io/en/latest/modu
les/utils/combine_docs_examples/textsplitter.html#token-text-splitter
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Milvus v0.0.77 Release: Vector DB and LLM Improvements
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Little Friday afternoon release to close out the week! v0.0.77 @milvusio vector DB support (
@FilipHaltmayer and @frankzliu
) Retry support for OpenAI LLM (
@wskish
) A new token based text splitter (
@kahkeng
) And more! Let's dive in -
Early Demo of Notion-Based QA AI System
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https://
github.com/hwchase17/noti
on-qa
… one of the first ever demos!