Although we first incorporated `functions` into agents, an almost more important ability of `functions` is to structure output from ChatGPT This is extremely useful when you want to use the output of ChatGPT in a particular way
@hwchase17
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Using Functions to Structure LLM Output Chains
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Using `functions` to structure output We're starting to add more chains that rely on functions to structure output Here's a quick overview of how we're doing that, which chains we've added so far, how to contribute, and additional resources
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Document splitting with metadata preservation for markdown
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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
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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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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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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