Gemma 4 can be used with as a seperate offline inference provider along with image matching and profile id matching , also guard rails and on llm hallucinations as the tournament method mentioned in the paper often leads all the llm being hallucinated if not managed properly also set guard rails to prevent reverse prompt injection and multi model data support as mentioned would work best , also knowledge base and knowledge representations can be worked on for further analysis , rather than just calculating a cosine distance from the embedding , if you want i can work on some . but these are just some , suggestions as one need to be carefull around llms.
Gemma 4 can be used with as a seperate offline inference provider along with image matching and profile id matching , also guard rails and on llm hallucinations as the tournament method mentioned in the paper often leads all the llm being hallucinated if not managed properly also set guard rails to prevent reverse prompt injection and multi model data support as mentioned would work best , also knowledge base and knowledge representations can be worked on for further analysis , rather than just calculating a cosine distance from the embedding , if you want i can work on some . but these are just some , suggestions as one need to be carefull around llms.