Build LLM Apps For LangFlow In HuggingFace Spaces
Via HuggingFace Spaces you have instant access to a fully fledged working version of the LangFlow IDE to build Generative Apps.
I’m currently the Chief Evangelist @ HumanFirst. I explore & write about all things at the intersection of AI and language. Including NLU design, evaluation & optimisation. Data-centric prompt tuning & LLM observability, evaluation & fine-tuning.
The easiest way to access ⛓️LangFlow is via the Logspace space on HuggingFace. If you click on this url, the LangFlow IDE opens up, as seen below.
This environment is really reactive and the development components on the left-hand pane seem to be more than when I install LangFlow on replit.
Something I miss from LangFlow is the ability to search the components, in order to find a specific component. This feature is available in Flowise.
Flowise also have a web browser component which allows free web searches; as apposed to the Serp API which comes at a cost.
The workspace has tabs, so multiple flows can be open simultaneously and users can jump between tabs. Tab screens cannot be split in a such a way where multiple flows are displayed side-by-side.
As seen below, LangFlow also has a group of examples, analogous to Flowise’s marketplaces.
When chatting to the LangFlow application, the web socket connection URL used is:
wss://logspace-langflow.hf.space/chat/ . This socket was closed at some stage, but as can be seen in the image below, that problem has been fixed.
When clicking on the dialog button at the bottom-right, a window pops-up which allows you to interact with your application.
In an upcoming post I would love to do a wider comparison of LLM Application IDE’s.
I’m currently the Chief Evangelist @ HumanFirst. I explore & write about all things at the intersection of AI and language; ranging from LLMs, Chatbots, Voicebots, Development Frameworks, Data-Centric latent spaces & more.
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