Great for lean develpment with LLMs
Rating: 10 out of 10
IncentivizedUse Cases and Deployment Scope
There is a need for a knowladge-base and the custom LLM APIs generally don't respond as fast. OpenAI's API is fast and the answers are better structured comapred to other LLM models. We use RAGs and fine-tuning and both are supported by the OpenAI API. There are different options to optimize for speed, cost or quality of the answers.
Pros
- Consistent answers, the temperature control works well to limit halusination.
- Speed is a major advantage.
- Fast development process. It is a turnkey solution and don't require much development.
Cons
- Cost improvement
- better support for different files.
- Multi-media integeration
Likelihood to Recommend
For smaller organizations that run lean and would like to get to deploy a solution quickly. This is a solution that is easy and quick to develop. It has a good amount of customization. However, for advanced customization this might not be a good solution. I suggest experimenting with OpenAI API and then if the experimentation is successful then it is a good idea to optimize and try other LLM models.