# Need your help in making the AI Model responses more effective

> Source: <https://discuss.huggingface.co/t/need-your-help-in-making-the-ai-model-responses-more-effective/106311#post_3>
> Published: 2026-09-15 01:23:10+00:00

Is there any specific Prompt template for LLM to understand? In my case, I used Google Gemini-Pro LLM for building an AI model to answer user queries related to my product, I used LangChain framework to invoke my product APIs using Agent and Tools. How can I improve the performance of my model in terms of answering with actionable insights?

Am I using the right model for LLM? Should I replace with Meta Llama LLM model? If so, how to do fine-tuning?

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[Acehs](https://discuss.huggingface.co/u/Acehs)
2
 
Gemini is good. Prompts isn’t the important thing.

 
 
Assuming its for a product chat bot you could write a simple python script for giving the bot a proactive approach. call/answer for troubleshooting and accessing your llm for customer inquiry. or simply create a modelfile with llama3.1 with transformers to your API.