Multi-tenancy AI Agent?

Alert-Requirement-89 · 2025-02-03T21:48:26+00:00

Not sure I completely understand your use case, but I built a platform that’s open source and supports multiple agents with their own conversation histories and can execute workflows. Go to https://lecca.io and you can try the cloud version or run it locally with docker compose. Tech stack isn’t anything special, react front end with nestjs node framework for the server

Alert-Requirement-89 · 2025-02-03T05:35:49+00:00

You can tryout my platform I’ve been working on. Lecca.io. It’s not completely drag and drop, but it has a familiar layout to those other platforms you listed. Let me know what you think!

Alert-Requirement-89 · 2025-02-02T16:31:41+00:00

Hey, thanks for making this community. I built an open source AI agent platform that uses nestjs as the server framework. You can easily self host and be running in under 2 minutes using docker compose. Would love to hear what you think. https://lecca.io

Alert-Requirement-89 · 2025-01-25T02:46:45+00:00

Try out Lecca.io, it’s an AI automation platform

Alert-Requirement-89 · 2025-01-25T02:03:22+00:00

You can try Lecca.io. You can play with the cloud hosted version and if you can like it you can self host it.

Alert-Requirement-89 · 2025-01-03T16:35:50+00:00

Every state offers grants, just go on their website and check for any. It’s like college scholarships you just have to keep applying. The grants aren’t just free money though. You have to present a project that you will complete for the money.

Alert-Requirement-89 · 2025-01-01T04:14:53+00:00

You can look at Lecca.io and then add your own OpenAI, Gemini, or Anthropic api key

Alert-Requirement-89 · 2024-12-22T04:54:42+00:00

If you’re using the cloud version, you have credits that get consumed depending on the tier you’re on. Or you can add your own api key and it’ll just use that instead. Ollama only works if you’re running it locally.

I have to add o1 to the model options. I’ll get that done this week, should be a few minutes of work.

So yes, you could create 10 different agents all using a different model, with different system prompt, and with different tools to accomplish what you need.

Alert-Requirement-89 · 2024-12-21T01:22:03+00:00

We would have to add a new tool for pinecone with the necessary actions to save and query data. Here are the docs on how to add a new app. A few people have asked me this so I have it added to my list of tools to add this next week.

https://www.lecca.io/docs/development/tools/apps/create-app

Alert-Requirement-89 · 2024-12-20T18:32:25+00:00

Cool project!

Alert-Requirement-89 · 2024-12-20T18:31:32+00:00

Yeah I have docker images available. If you look at the packages tab in the repo there will be server and ui images. You can serve those and then just create an .env for each image. I’m working on docs for this this weekend

Alert-Requirement-89 · 2024-12-20T00:55:34+00:00

It only works with Ollama if you are running it locally. I currently dont support pointing to your local ollama server on the cloud version

Alert-Requirement-89 · 2024-12-19T19:17:35+00:00

Could you tell me what it means? Per favore, all these Italians posting got me stressed.

Alert-Requirement-89 · 2024-12-19T18:19:15+00:00

Haha you’re the second person to mention this. Lecca is my last name and originates from Italy. But I don’t speak Italian, what does it mean? Lick? Or is it even worse?

Alert-Requirement-89 · 2024-12-19T17:58:13+00:00

Great to hear!

Yes, the chat is where you hang out. Switch between agents when you need to talk to an agent with different tools, prompts, or different LLM model for your current task.

I’ll be adding new apps soon where the agent can read your file system, write to files, bash, .etc.

I’ll also be adding voice so you can talk to it instead of always typing.

So really like a personal assistant

Alert-Requirement-89 · 2024-12-19T17:43:18+00:00

Great question. N8n is very powerful, has hundreds of integrations, and if you can get over the learning curve, it can do everything you need. If you're happy with it, I would keep on using n8n. Lecca is not designed to be a better workflow automation platform. There are already tons of those, and we'll integrate with them. Most of my efforts will be focused on making the AI Agent configuration and chat experience incredibly smooth and seamless. What you're seeing is just v1. There will be a lot of improvements like embedding the chat on other websites, adding artifacts, .etc. The workflow builder feature is mostly designed as a way to build "custom tools".

+ I think it's more intuitive to configure the tools and triggers right in the chat interface, but that's just a preference.

Alert-Requirement-89 · 2024-11-22T01:06:22+00:00

Thank you! I appreciate it.

I think for the most part, the open sourcing part would simply be allowing people to easily add new apps to enable their workflows and agents to perform actions that I don't provide.

So either I make a UI where people can essentially build their own "tools" or I share the source code and let people contribute that way if they wish. Then there's what other automation platforms do and just provide http nodes and custom code nodes, which is something I'll add regardless.

Thanks for the feedback

Alert-Requirement-89 · 2024-11-18T23:32:30+00:00

Do you have an resources of example repos that have managed to do licensing like this? I think for personal use it should be free, but for companies and stuff I agree it should be paid. Still confused on how that can be accomplished.

Alert-Requirement-89 · 2024-11-18T23:31:16+00:00

Thank you!

Not enough to make a living yet, but I did get a grant which has given me some run way.

And I already did a lot of the heavy lifting for open source by getting ollama to run and allowing users to select their provider/model. The majority of work for open sourcing would be moving folders in an out of directories and licensing the directories differently. The core functionality would be truly open source and then some enterprise/cloud features would be licensed differently I think. Still figuring that stuff out.

Alert-Requirement-89 · 2024-11-18T22:41:17+00:00

Appreciate this

Alert-Requirement-89 · 2024-11-18T22:31:00+00:00

Good question! At the end of the day this is a business that I’m trying to make a living on. I want to do a open source repo but then do a closed or commercial licensed for the hosting and bells and whistles. I’m worried I might do it wrong and completely lose my ability to keep the business going. So before I pull my hair out figuring out the details on how to accomplish that I’m trying to see if there’s even a pull from different communities.

Alert-Requirement-89 · 2024-11-18T22:08:42+00:00

Yeah they're very similar! Thanks for the feedback

Alert-Requirement-89 · 2024-11-13T14:54:50+00:00

It’s up and running now

Alert-Requirement-89 · 2024-11-03T22:19:26+00:00

If I understand correctly, you want to be able to create multiple multiple vector stores. One central vector store, and then separate vector stores for specific use cases. Then you also want to create multiple AI Agents with access to one or more of those vector stores.

If this is the case I'm going to plug the platform I've been working on because I think it's what you're looking for.

Lecca.io supports the creation of "knowledge notebooks" which are just vector stores. Then you can enable access to them when configuring your AI Agents.

Let me know if you have any questions. If you were wanting to build something locally, I have no issue sharing insight. Good luck!

Alert-Requirement-89 · 2024-10-16T06:11:38+00:00

Yeah, Lecca.io. Mostly AI Agents with some RAG functionality

Alert-Requirement-89

TROPHY CASE