This looks great. I've been using OpenWebUI for a while now and the weird licence and inability to just pay for branding has frustrated me.
This looks like it's not only a better license, but also much better features.
Yep Open WebUI's switch to a non OSS license to inhibit competitive forks [1], in their own words [2] ensures I'll never use them. Happy to develop an OSS alternative that does the opposite whose rewrite on extensibility enables community extensions can replace built-in components and extensions so it can easily be rebranded and extended with custom UI + Server features.
The goal is for the core main.py to be a single file without requiring additional dependencies, anything that does can be loaded as an extension (i.e. just a folder with .py server and UI hooks). There's also a script + docs so you can mix n' match the single main.py file and repackage it which whatever extensions you want included [3].
[1] https://www.reddit.com/r/opensource/comments/1kfhkal/open_we...
How are you handling the orchestration for the Computer Use agent? Is that running on LangGraph or did you roll a custom state machine? I've found managing state consistency in long-running agent loops to be the hardest part to get right reliably.
No custom state machine or agent, it's only a copy of Anthropic's 3 computer use tools: run_bash, edit, computer.
https://github.com/ServiceStack/llms/tree/main/llms/extensio...
It's run in the same process, there's no long agent loops, everything's encapsulated within a single message thread.
Curious about the MCP integration. Are people using this for production workloads or mostly experimentation?
MCP support is available via the fast_mcp extension: https://llmspy.org/docs/mcp/fast_mcp
I use llms .py as a personal assistant and MCP is required to access tools available via MCP.
MCP is a great way to make features available to AI assistants, here's a couple I've created after enabling MCP support:
- https://llmspy.org/docs/mcp/gemini_gen_mcp - Give AI Agents ability to generate Nano Banana Images or generate TTS audio
- https://llmspy.org/docs/mcp/omarchy_mcp - Manage Omarchy Desktop Themes with natural language
I will say there's a noticable delay in using MCP vs tools, where I ended up porting Anthropic's node filesystem MCP to Python [1] to speed up common AI Assistant tasks, so their not ideal for frequent access of small tasks, but are great for long running tasks like Image/Audio generation.
[1] https://github.com/ServiceStack/llms/blob/main/llms/extensio...
Posted 5 times in the last 7 days, today it finally got 29 points with 0 comments? Weird.
Most announcements slip through without notice, it only picks up votes when it hits the main page.
v1 also took a while to make it to HN, v3 is a complete rewrite focused on extensibility with a lot more new features.
The few people looking at /new on HN are ridiculously overpowered. A few upvotes from them in the few hours will get you to the front page, and just 1-2 downvotes will make your post never see the light of day.
You can't downvote a post, so that's not a factor.
Also it's not as powerful as you think. In the past I have spent a lot of time looking at /new, and upvoting stories that I think should be surfaced. The vast majority of them still never hit near the front page.
It's a real shame, because some of the best and most relevant submissions don't seem to make it.
If you are in a company like e.g. ClickHouse and share a new HN Submission of ClickHouse via the internal Slack to #general, then you easily get enough upvotes for the front page.
You can absolutely downvote posts. You have to have a certain amount of karma before the option becomes available.
No I was wrong. You can't downvote posts. Flags are used instead, apparently.
Can this be used in a multi user scenario?
Yep, but it only supports GitHub OAuth. i.e. Content is either saved under no user (anonymous) or the authenticated GitHub User.
Do people really use claude code or any other agent with a paid api key? Why? Why wouldn't you just get Claude Max?
I wouldn't use Claude API Key pricing, but I also wouldn't get a Claude Max sub unless it was the only AI tool I used.
Antigravity / Google AI Pro is much better value, been using it as my primary IDE assistant for a couple months and have yet to hit a quota limit on my $16/mo sub (annual pricing) which also includes a tonne of other AI perks inc. Nano Banana, TTS, NotebookLM, storage, etc.
No need to use Anthropic's premium models for tool calling when Gemini/MiniMax are better value models that still perform well.
I still have a Claude Pro plan, but I use it much less than Antigravity and thanks to Anthropic axing their sub usage, I no longer use it outside of CC.
Rate limits mostly - plus claude code is a relatively recent thing but sonnet api has been around for a while with 3rd party apps (like cline). In those scenarios, it was only api.
What is ChatGPT used in the title when it's clearly a much more flexible ui?
Couldn't think of a better title, do you have any suggestions?
why not just use llm by simon willison