I have google sheet content and would like to use it as VAPI agent knowledgease. I tried to make it as excel file and use them as knowledgebase but this is slow. Can you walk me through how I can find the best solution to make agent faster with knowledgebase?

@Oldhand Absolutely, I'd be happy to help you optimize your knowledge base for VAPI! Using a Google Sheet directly as a knowledge base can indeed be slow due to the need to fetch and process data on-the-fly. Here are some steps to help you create a more efficient knowledge base: 1. **Data Extraction**: Extract the relevant data from your Google Sheet and convert it into a format that's more suitable for quick access, such as JSON or a database format. 2. **Data Processing**: Pre-process the data to ensure it's in the right format for VAPI to use. This might include structuring it into categories, tagging for easy retrieval, or even pre-generating responses. 3. **Data Hosting**: Host the processed data on a platform that allows for quick data retrieval. This could be a cloud-based database service like AWS DynamoDB, Google Firestore, or even a self-hosted database if you have the capability. 4. **Integration**: Integrate the hosted data with VAPI. This will likely involve writing some code to query the database and retrieve the relevant information when the VAPI agent receives a user query. 5. **Caching**: Implement caching strategies to store frequently accessed data in memory. This reduces the need to fetch data from the database for common queries, which can significantly speed up response times. 6. **Testing and Optimization**: Once you have your new knowledge base set up, test it thoroughly to ensure it's returning the correct information quickly. Monitor the performance and optimize as necessary, which may include indexing your database or refining your caching strategy. 7. **Continuous Updates**: Set up a system to periodically update the knowledge base with new data from your Google Sheet to ensure the VAPI agent has the most current information. If you need specific guidance on any of these steps or if you have any other questions, please let me know!

@Oldhand it is good to use txt format based file for best results without any fancy formatting. A simple plain text file inside it content organized using markdown format will give you better results.