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@@resha2412 Hi, you’re welcome! yes as long as there is a template that it can look at before generating the project

@russelalfeche, could you provide more details on what's included in the template? The multi-agent system you demonstrated looks impressive, but so far I had some doubts about whether LLMs, in their current state, can generate fully functional UiPath code

@@resha2412you’re spot on. yes, multi-agent system + rag, has a higher probability of generating functional workflow to some extent by employing iterative process goal assessment - planning - execution, than one off prompting a standard llm, but a fine-tuned llm ‘specialized’ on this type of task trumps the benefits of this system, if the underlying llm is not fine-tuned. thats why uipath autopilot being used in studio and studio web workflow generation is not the regular/generic language models available off the shelf. unfortunately that model is not available for public consumption

yes, you can use the latest models available

sure! you can download the documentation uploaded on uipath repo in the link below marketplace.uipath.com/listings/llm-framework-for-uipath-studio

@@russelalfeche Thanks

Thank you! Cheers!

the framework itself is free, and for the llm and vectorstore integrations, you have to have your own openai or anthropic account for llm, and pinecone for vector database

thanks Mukesh! appreciate it! ❤️

were you able to get it working?

@@russelalfeche I did yes, now I figured it out. Thanks !

you have to hold UP while moving the joystick AT THE SAME TIME

keep moving it around and the arrow will show

OHHH i got it kinda feel a lil dumb tbh but thanks! ​@russelalfeche

its in the official app store or palystore

Hi, thanks for the feedback. Yes, see below link which is also in the description. marketplace.uipath.com/listings/llm-framework-for-uipath-studio

Thanks for letting me know. Based on another comment it looks like free indexes doesn't support namespaces anymore. So it seems this is a breaking change for the API. Will need to look at this further. For the meantime only option is to use a paid index.

quick update. sorry was able to look into this just now. just wanted to let you know. i've tried to create a new free enviroment 'gcp-starter', and ran my test cases for ingestion and llm interaction, and all still seem to work fine. can you see if running the test case xamls in 'Tests' folder works

Hi Federico, thanks for your feedback. For initializing docker container, first the docker service needs to be up and running by opening docker desktop. And then you can run the command provided in the documentation and in this tutorial th-cam.com/video/xCqTXhPVakY/w-d-xo.htmlsi=V5vkZQDKAMvnmGev This is also included in the desc of this vid

Hi, sorry just saw this message. I will need to check. Yeah, during the time I recorded this, even free indexes supports namespaces. Thanks for letting me know and thanks for the feedback. Will need to investigate this further on other options for free indexes.

quick update. sorry was able to look into this just now. just wanted to let you know. i've tried to create a new free enviroment 'gcp-starter', and ran my test cases for ingestion and llm interaction, and all still seem to work fine. can you see if running the test case xamls in 'Tests' folder works

Thanks for the feedback @mfrancis. Yes, but instead of the research agent, you can use the 'ingest knowledge source' and 'concerse with context' activities. You can watch the full guide here th-cam.com/video/X0FmJoT8Mms/w-d-xo.html the framework supports URL once the latest 2.0.1 is available from the marketplace

Thanks Shailesh!

thanks @redamarzouk. appreciate your feedback!