I am trying to take tons of data and documents we have about our business and turn it into a company gpt for knowledge about our company and people can ask it questions and get answers. What’s the best solution
There are several questions that need to be answered, but this is something that could be done and very helpful. If you wanted to start simple, you could create a custom GPT to do this, refine it and then determine if and how to launch it for others or simply share the link. If it's going to be for external user (customers) you'd probably want to go deeper and build out a chatbot for your website that has guard rails on in, so they only get the info you want to share. Here's a high level overview of all the steps to build be something like this: 1. **Prepare Data**: Gather, organize, and classify your business data and documents. 2. **Create a Repository**: Store the documents in a database or management system accessible via API. 3. **Train a GPT Model**: Fine-tune a GPT model using your data, or use an embeddings model for semantic search and dynamic document retrieval. 4. **Develop a User Interface**: Build a web interface for users to ask questions and get responses. 5. **Enable Continuous Learning**: Set up feedback and regularly update the knowledge base. 6. **Ensure Security**: Protect sensitive data with encryption and role-based access controls. I'd actually start with something simple to get an idea of what you can do and to test out the prompts and refine and build from there. Let me know if you have more questions - I'll be happy to help. feel free to DM me here.
I am trying to take tons of data and documents we have about our business and turn it into a company gpt for knowledge about our company and people can ask it questions and get answers. What’s the best solution
There are several questions that need to be answered, but this is something that could be done and very helpful. If you wanted to start simple, you could create a custom GPT to do this, refine it and then determine if and how to launch it for others or simply share the link. If it's going to be for external user (customers) you'd probably want to go deeper and build out a chatbot for your website that has guard rails on in, so they only get the info you want to share.
Here's a high level overview of all the steps to build be something like this:
1. **Prepare Data**: Gather, organize, and classify your business data and documents.
2. **Create a Repository**: Store the documents in a database or management system accessible via API.
3. **Train a GPT Model**: Fine-tune a GPT model using your data, or use an embeddings model for semantic search and dynamic document retrieval.
4. **Develop a User Interface**: Build a web interface for users to ask questions and get responses.
5. **Enable Continuous Learning**: Set up feedback and regularly update the knowledge base.
6. **Ensure Security**: Protect sensitive data with encryption and role-based access controls.
I'd actually start with something simple to get an idea of what you can do and to test out the prompts and refine and build from there.
Let me know if you have more questions - I'll be happy to help. feel free to DM me here.
@@ChrisSeveney do you want me to make a video on how to build a Custom GPT for this? Let me know
I was looking for an easy way to do this. anyone know if there's a free alternative?
Other than manually copy and pasting - I don't know of a good free alternative.