ai cofounder: bayesian brain for entrepreneurial mind

https://github.com/Data4DM/BayesSD/discussions/234 and https://github.com/Data4DM/BayesSD/discussions/224

architecture

1. data ingestion layer

1.1 document ingestion

1.2 data preprocessing

2. embedding layer

2.1 document embedding

2.2 metadata embedding

3. search query layer

3.1 query processing

3.2 embedding matching

4. nss_gps service layer

4.1 state retriever

• gut feeling analyzer
• current state elicitation (start)
• target state elicitation (goal)

4.2 path evaluation

• path suggestion
• path comparison

4.3 bottleneck detector

5. system feedback loop (last)

5.1 continuous learning

5.2 model update