a lot of people have been asking for a version of this: split documents, but keep metadata about what section each chunk comes from starting with markdown, but pretty easily extendable to other doc types
@hwchase17
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OpenAI Functions Emergency Webinar with Builders
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EMERGENCY OpenAI Functions Webinar @OpenAI functions is the hottest new thing in the LLM world. Excited to do a last-minute webinar on it Featuring Atty Eleti from OpenAI, and then two builders: @fpingham and @jxnlco Register
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Open Source LLMs Webinar with Nomic AI and MosaicML
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We did an awesome webinar on open source LLMs last Wednesday Thanks to @nomic_ai and @MosaicML for joining Catch up on it here
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LangChain Updates Documentation Links for Data Extraction and Tagging
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updated links: extraction: https://
python.langchain.com/docs/modules/c
hains/additional/extraction
… tagging: https://
python.langchain.com/docs/modules/c
hains/additional/tagging
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OpenAI Functions Webinar: Use Cases, Tips and Tricks
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We'll likely do our webinar next week on @OpenAI functions and the various use cases for them, and any tips and tricks Hoping to have @fpingham and @jxnlco on. Anyone else doing interesting stuff with them we should get?
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Document Tagging Schema with LangChain Framework
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Tagging Specify a schema and tag a document with those attributes As opposed to Extraction, this extracts only one instance of that schema so its more useful for classification of attributes pertaining to the text as a whole Docs: https://
python.langchain.com/en/latest/modu
les/chains/examples/tagging.html
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OpenAI Functions for Structured Data Extraction LangChain
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The new @OpenAI functions are good for other things besides agents Another killer use case is extracting structured information from unstructured docs We've adding support for extraction AND tagging in @langchain – thanks to @fpingham for code and @jxnlco for review
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Entity Extraction with LangChain: Schema-Based Data Parsing
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Extraction Specify a schema – either a dictionary or a Pydantic model – and then extract entities from a piece of text with the same schema This will return a list of objects with that schema Docs: https://
python.langchain.com/en/latest/modu
les/chains/examples/extraction.html
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Agent Toolkits Optimized for Newer Chat Models
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A lot of agent toolkits were mostly designed to work with normal LLMs, not chat models But chat models are newer, faster, and generally better We're working on making all our agent toolkits usable with these chat models, s/o @fpingham for doing the first four!