Convert NLP ChatBOT to Gen AI ChatBOT

the goal of the product is to convert 100% of nlp bots to gen ai based chatbot we are going to do this in the following phases phase 1 (no exomind and no agents only gen ai fallback) no change in the nlp flows and no bot message will be generated by gen ai (only pre defined messages) initial query will go to existing nlp engine if nlp is not able to identify the intent (garbage intent), it will go to ai engine which will run a “intent classification prompt” the intents are the same nlp intents ai engine will have a “intent classification prompt” to classify it as one of the list of intents pre configured in the bot or mark it “garbage/unknown” if no intent is identified, the bot should give the same answer which it was giving in the old nlp bot if any nlp intent is identified, the nlp flow must continue phase 2 (exomind) get training data (doc / pdf) for all bots and train exomind with the enterprise data exomind is like the memory for the bot initial query will go to existing nlp engine if nlp is not able to identify the intent (garbage intent), it will go to ai engine which will run a “intent classification prompt” if no intent is identified, then exomind will be invoked ai engine will generate answer using document/pdfs/data in exomind the ui/ux of the bot will be changed (even for answers coming from e answer will be generated by ai engine using exomind