Scotrix
Joined 12 years ago
Joined 12 years ago
All this is awfully painful to manage with current frameworks and SDKs, somehow a weird mix of over-engineered stuff while missing the actual point of making things traceable and easy changeable once it gets complex (my unpopular personal opinion, sorry). So I have built something out of my own need and started to offer it (quite successfully so far)to family & friends to get a handle on it: Have a look: https://llm-flow-designer.com
So I started to actually build something to solve most of my own problems reliably and pushing deterministic outputs with help of LLMs (e.g. imagine finding the right columns/sheets in massive spreadsheets to create tool execution flows and fine tuning finding a range of data sources). My idea and solution which helped not only me but also quite a few business folks so far to fix and test agents is visualizing flows, connect and extract data visually, test and deploy changes in real time while keeping it very close to static types and predictable output (other than e.g. llama flow).
Would love to hear your thoughts about my approach: https://llm-flow-designer.com
Ultimately I’d like to extract information like date ranges, specific indications of tool usages (e.g. I have a bunch of data apis with their own individual data and semantic meaning which need to be picked and then a combination of tools to transform the data)