This may be a naive question. But is there a way to embed a chat bot like this that only queries the data we feed it, and not the universe of other stuff in gpt? Like I don’t want people using the chatbot in our product to query a good strawberry shortcake recipe. We just want them to query about data we allow it to query which is native to our business.
Is this feasible? Thx.
When you're building applications on top of LLMs, there are a number of central problems that you're trying to solve and this is one of them. Solutions are numerous and widely variable, everything from basic regex parsing to fine-tuning validator models to new programming/modeling languages. Here's some examples:
- https://github.com/microsoft/guidance
- https://github.com/NVIDIA/NeMo-Guardrails/
- https://github.com/r2d4/rellm
- https://shreyar.github.io/guardrails/
- https://lmql.ai/
- https://github.com/jbrukh/gpt-jargon