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cofounder : early alpha release

project - cofounder.openinterface.ai
👋 @n_raidenai

cofounder

full stack generative web apps ; backend + db + stateful web apps
gen ui rooted in app architecture, with ai-guided mockup designer & modular design systems

[demo]

Important

Early alpha release ; earlier than expected by 5/6 weeks

Still not merged with key target features of the project, notably :

project iteration modules for all dimensions of generated projects
admin interface for event streams and (deeper) project iterations
integrate the full genUI plugin :
- generative design systems
- deploy finetuned models & serve from api.cofounder
local, browser-based dev env for the entire project scope
add { react-native , flutter , other web frameworks }
validations & swarm code review and autofix
code optimization
[...]

Be patient :)

Usage

Install & Init

Open your terminal and run

npx @openinterface/cofounder -p "YourAppProjectName" -d "describe your app here" -a "(optional) design instructions"

Follow the instructions. The installer

will ask you for your keys
setup dirs & start installs
will start the local cofounder/api builder and server
will start generating your app 🎉

note :
you will be asked for a cofounder.openinterface.ai key
it is recommended to use one as it enables the designer/layoutv1 and swarm/external-apis features
and can be used without limits during the current early alpha period

the full index will be available for local download on v1 release

Run

Your backend & vite+react web app will incrementally generate inside ./apps/{YourApp} Open your terminal in ./apps/{YourApp} and run

npm i && npm run dev

It will start both the backend and vite+react, concurrently, after installing their dependencies Go to http://localhost:5173/ to open the web app 🎉

Notes

Local API

If you resume later and would like to iterate on your generated apps, the local ./cofounder/api server needs to be running to receive queries

You can (re)start the local cofounder API running the following command from ./cofounder/api

npm run start

You can also generate new apps from the same env by running, from ./cofounder/api, one of these command

npm run start -- -p "ProjectName" -f "some app description" -a "minimalist and spacious , light theme"
npm run start -- -p "ProjectName" -f "./example_description.txt" -a "minimalist and spacious , light theme"

Concurrency

[the architecture will be further detailed and documented later]

Every "node" in the cofounder architecture has a defined configuration under ./cofounder/api/system/structure/nodes/{category}/{name}.yaml to handle things like concurrency, retries and limits per time interval

For example, if you want multiple LLM generations to run in parallel (when possible - sequences and parallels are defined in DAGS under ./cofounder/api/system/structure/sequences/{definition}.yaml ), go to

#./cofounder/api/system/structure/nodes/op/llm.yaml
nodes:
 op:LLM::GEN:
  desc: "..."
  in: [model, messages, preparser, parser, query, stream]
  out: [generated, usage]
  queue:
   concurrency: 1 # <------------------------------- here 
 op:LLM::VECTORIZE:
  desc: "{texts} -> {vectors}"
  in: [texts]
  out: [vectors, usage]
 mapreduce: true
 op:LLM::VECTORIZE:CHUNK:
  desc: "{texts} -> {vectors}"
  in: [texts]
  out: [vectors, usage]
  queue:
   concurrency: 50

and change the op:LLM::GEN parameter concurrency to a higher value

The default LLM concurrency is set to 1 so you can see what's happening in your console streams step by step - but you can increment it to 5-8

Docs, Design Systems, ...

[WIP]

Architecture