Add Langflow - Githubissues

av / harbor

Effortlessly run LLM backends, APIs, frontends, and services with one command.

https://github.com/av/harbor

Apache License 2.0

544 stars 37 forks source link

Add Langflow #82

Open ZacharyKehlGEAppliances opened 1 day ago

ZacharyKehlGEAppliances commented 1 day ago

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

Python-based and agnostic to models, APIs, data sources, or databases.
Visual IDE for drag-and-drop building and testing of workflows.
Playground to immediately test and iterate workflows with step-by-step control.
Multi-agent orchestration and conversation management and retrieval.
Free cloud service to get started in minutes with no setup.
Publish as an API or export as a Python application.
Observability with LangSmith, LangFuse, or LangWatch integration.
Enterprise-grade security and scalability with free DataStax Langflow cloud service.
Customize workflows or create flows entirely just using Python.
Ecosystem integrations as reusable components for any model, API or database.

nullnuller commented 1 day ago

Also, how about Flowise? Which one is better as a completely free alternative (with lots of connecters)? n8n and dify are already included?

ZacharyKehlGEAppliances commented 1 day ago

Honestly right now I have been using Dify.ai and love it. It just has a lack of connectors. Langflow has some really great connectors and is supported by the langchain team. It also seems that their RAG implementation is a bit more advanced than Dify but I havent looked into it too much.

The only thing I have found from Langflow that is a major negative is there is no direct support for passing the API to Openwebui

ZacharyKehlGEAppliances commented 1 day ago

Also I have started work on importing it here. It seems pretty successful, I am just having issues handling harbor url and harbor open.

https://github.com/ZacharyKehlGEAppliances/harbor-langflow

av commented 1 day ago

Hey 👋🏻

Thanks for trying out Harbor and for the suggestion!
Langflow was planned eventually, and Flowise as well, we do want to expand on satellites with visual LLM workflows, I've been using Dify/LitLytics quite a bit, we also have n8n (a bit cumbersome to configure), and omnichain already available meanwhile the services above are in progress
the PR looks awesome! The URL/Open problem might be coming from the wrong network name (should be harbor-network, as well as no need to redefine it), while developing and adding new vars to the default profile, you can run harbor config update to sync them back to the current .env, otherwise nothing looks fishy enough to be an immediately obvious cause