Multiple brains with their own data and settings

[shuruheel]

Individuals and organizations would need multiple brains depending on the use case. For example, I may create separate brains for programming, growth strategy, product management, philosophy, negotiation, healthcare innovation, politics, and artificial intelligence.

Each could require its own set documents, chunk size, chunk overlap, foundation model, and in the future, even its own data model. For example, each brain may require not just retrieval of context relevant to the query, but for the retrieved context to cover various types of data. For a financial advisor, depending on the query, it may make sense for the context to include some mix of news, market data, and applied reasoning data (equity research reports).