Proposal similarity
Dear community,
I want to introduce to you a tool for simplifying the proposal creation and application process in Kusama referendum v2.
Purpose: Solve a problem of deciding a founding amount, investigating interest of the community to your project, allow easy and fast access to the similar proposals.
You can test your proposal here: https://huggingface.co/spaces/DanichOne/Proposal_Similarity_Kusama
Future plans: extend to the Polkadot chain, add AI Summary as an alternative for viewing raw proposals, add filters for origin, enhance algorithm for useful data extraction from proposals, make approximation of the success possibility, add more statistics about proposals, convert KSM to USDT with an exchange rate on the time of submission.
Requested amount: 82 KSM
Expected period: 3-4 months
Comments (6)
Requested
Proposal Failed
Summary
0%
Aye
0%
Nay
Aye (106)0.0 DOT
Support0.0 DOT
Nay (34)0.0 DOT
Interesting project, but it needs to be integrated to the interface. It's possible to start by hands posting a link and result as a comment from active community member. What do you think?
@Kasper_sky
The promotion of this project is planned as posts in Twitter and Discord communities. It will help to collect feedback from users and correct future development track as well as introduce it to the wide audience. The entire project is oriented to the new members of the community to help them figure out the mechanics of the governance and make their decision simpler. But in the future it can grow by the suggestions from experienced users to make it helpful even for them. So, the main goal of the currently planned promotion is to make it easy to find info about this tool. And I hope it will lead to the foundation of an entire section dedicated to the development of tools for lowering the entry threshold in the governance infrastructure to make more people participate in the referendum.
This is a really clever idea! I'd like to know a few things:
I think you'll see more success if you spent a little more time drafting a proposal that includes these details while also clarifying the exact deliverables the eco can expect. I'm going to abstain for now with expectation of a more mature proposal draft. You can use this template to make sure you hit all the details.
Best,
Adam
@Adam_Clay_Steeber
This is a request for compensation of already done work as well as for realization of future plans with mentioned above aims. After this stage I’m planning to have feedback from community members on hand and make a plan for further development.
My tech stack is based on msmarco-bert-base-dot-v5 model for general data processing, punkt model for sentence analysis, polkassembly api for data collection and general purpose python libs for the rest of processing.
Yes this is planned as an open source project for everyone to be able to clone it and run locally with your modifications and make merge requests. There is a git implemented in Huggingface so there is no dedicated Github repo.
For now I’m alone but there is some possibility of expanding to team work.
For the current stage of this project Huggingface is the optimal solution as it’s capable of handling several thousands requests per hour and easy to operate. Of course, when the project grows it will require more mature hosting.
The probability calculation requires a lot of data to be processed. So for acceptable accuracy there should be at least 10 times more proposals in the database. And therefore realization of this function directly depends on community activity.
And thank you for your feedback about proposal content, I'll take it into account next time