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.
https://huggingface.co/Logspace
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.
