Trusted AI: Gen AI Mortage calculator - RAG and VectorDB

[chetan-hirapara]

From Pranay's email:

• Please add Chain-of-Thought, RAGAS, any additional explainability approach

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From Pranay's email with subject: Customer complaint analyser / Mortgage calculator

Use folllowing trusted AI approach

• Show example of hallucination
• Show how to solve it using embedding: Create embeddings of correct SQLs. Compare LLM Query with nearest actual query with embeddings
• Show how to solve it using fine-tuning: Create a fine-tuned LLM which has list of predefined questions, and sql. The chatbot used the fine-tuned LLM instead of generic LLM

PR# #619

[chetan-hirapara]

PR# #619