Flowise is my goto platform for GenAI and LLM apps
Published: July 27, 2024
Everything is in one place, with solid functionality, great ease of use, and scalability from small-simple apps to complex & enterprise-level projects.
Have quite a few live apps on the platform. Love it.
Fascinating interview with Henery Heng, Founder of Flowise AI. Talks about many use cases - including enterprise level implementations involving structured data as well as unstructured data - including querying databases, analytics, real time data.
Open Source. Y-Combinator backed. Github Repo has a massive 21K stars.
Huge functionalities
Especially for RAG: integrated with both Langchain and LlamaIndex.
Super easy to connect to vector databases. Has quick integrations with 10-15+ vector databases - I typically end up using Pinecone and Vectara.
Connect to structured data and databases.
Custom Tool: Easy to make an API call (especially compared to OpenAI's custom GPT).
Platform is updated at speed. The new Generic Tool Agent released last week is fantastic - can work across LLM's.
Connect easily to all major LLM's. Has ready integration with Groq. I use Gemini's Pro / 1.5s free tier for many tasks.
Connects with Make.com and Zapier for automation workflows - very powerful stuff - numerous examples, tutorials, and guides available on the web.
I can go on and on...
Not affiliated with Flowise in any way. Just a regular user of their platform - or rather their forked repo. Just sharing my experiences - highly recommend for developing GenAI / LLM / Automation apps.
Resources
- Flowise Tutorials from Leon Van Zyl - brilliant tutorials
- Has a great discord community
- Whole lot of videos, tutorials, use cases, templates on YouTube, Flowise page, and across the web