initialState="1" transitions=[ [1,"When are your opening hours?","""We are at your disposal 24/7""",-1], [1,"I forgot my password",""""There is no password - just type "Login" and click on "Submit".""",-1], [2,"Cool, thank you so much.","""With pleasure. Please let me know if you have further questions?""",-1], [2,"I don't find the logout-button.","""Just type "Logout" in the text-box and click on "Submit".""",-1], [0,"Are you an AI?","""No, not really.""",-1] ] conditions=[line[0] for line in transitions] intents=[line[1] for line in transitions] replies=[line[2] for line in transitions] consequences=[line[3] for line in transitions] import gradio as gr #changeableElemNames=["Input Text","Submit","Button to State 2","Button to State 3","Button to State 4","Button to State 5","Button to State 6"] # Input Text, Submit Button and further buttons changeableElemNames=["Input Text","Submit"] changeableElemNames.extend(intents) #[intents[i] for i in subsetIDs]) elemIDs=list(range(len(changeableElemNames))) # IDs of elements #defaultElemIDs=list(range(0,len(changeableElemNames))) defaultElemIDs=[0,1] defaultElemIDs.extend([i+2 for i in range(len(conditions)) if conditions[i]<2]) # IDs of elements visible at the beginnning defaultElemIDs def toggler(visibility=defaultElemIDs): l=[] l.append(gr.Textbox(changeableElemNames[0], visible=(0 in visibility))) l.append(gr.Button(changeableElemNames[1], visible=(1 in visibility), variant="primary")) for i in list(range(2,len(changeableElemNames))): l.append(gr.Button(changeableElemNames[i], visible=(i in visibility))) #print("Toggler:\n\nelemIDs="+str(elemIDs)+"\n\nVisibility="+str(visibility)+"\n\nl="+str(l)) return l def listener(btn): r=0 for i in list(range(1,len(changeableElemNames))): if(btn==changeableElemNames[i]): r=i #print("Listener:\n\nbtn="+str(btn)+"\n\nr="+str(r)) return gr.Radio([str(e) for e in elemIDs],label="Button clicked",value=str(r)) def respond(state, chat_history, visible_elemIDs,internal_state): previous_state = internal_state internal_state = state # in this example the internal state is set to the button clicked if(str(state) in [str(e) for e in visible_elemIDs]): # react to Buttons internal_state=previous_state # default is to not change the state intent=intents[int(state)-2] reply=replies[int(state)-2] condition=conditions[int(state)-2] consequence=consequences[int(state)-2] if(int(consequence)>=0): internal_state=consequence # react to consequence if specified bot_message = f"{reply}\n\n[Debugging info: I was in state \"{previous_state}\" and am now in state \"{internal_state}\". please click another button.]" #print("respond to button!") chat_history.append((intent, bot_message)) #((str(state), bot_message)) else: # react to Text-Input internal_state="1" if("Login" in state):internal_state="2" if("Logout" in state):internal_state="1" bot_message = f"I was in state \"{previous_state}\" and am now in state \"{internal_state}\" after processing \"{state}\". please click another button." #print("respond to text!") chat_history.append((str(state), bot_message)) state="1" visible_elemIDs= [e for e in elemIDs #if ((str(e) != str(internal_state))|(str(e)=="1")|(str(e)=="0"))] # delete some buttons if( (str(e)=="1")|(str(e)=="0")| (str(conditions[int(e)-2])=="0")| (str(conditions[int(e)-2])==str(internal_state)))] if(len(visible_elemIDs)<=2): # if visible_elemIDs has length below 3, reset print("restore visibility to "+str(defaultElemIDs)) visible_elemIDs=defaultElemIDs print("respond:\n\nvisible_elemIDs="+str(visible_elemIDs)+"\n\nbot_message="+str(bot_message)) return state, chat_history, visible_elemIDs, internal_state with gr.Blocks() as demo: chatbot = gr.Chatbot(value=[[None, f"I'm in state \"{initialState}\". Please click a button!"]]) changeableElems=toggler() for name, value in zip(changeableElemNames, changeableElems): globals()[name] = value hideInternals=True internalState=gr.Radio( [str(e) for e in elemIDs], value=initialState, visible=hideInternals==False, label="Internal state") # determine internal state of the chatbot visibility=gr.Dropdown( elemIDs, value=defaultElemIDs, multiselect=True, visible=hideInternals==False, label="Active Elements") # determine which elements are visible clicked=gr.Radio( [str(e) for e in elemIDs], value="0", visible=hideInternals==False, label="Button clicked") # determine which Element/Button was clicked last visibility.change(toggler, inputs=visibility, outputs=changeableElems) # change elemIDs when visibility is changed chatbot.change(toggler, inputs=visibility, outputs=changeableElems) # change elemIDs when chatbot responds clicked.change(respond,inputs=[clicked,chatbot,visibility,internalState], outputs=[clicked,chatbot,visibility,internalState]) globals()[changeableElemNames[1]].click( respond, inputs=[globals()[changeableElemNames[0]],chatbot,visibility,internalState], outputs=[globals()[changeableElemNames[0]],chatbot,visibility,internalState]) for n in [changeableElemNames[x] for x in list(range(2,len(changeableElemNames)))]: # for all elements except 0&1: globals()[n].click(listener, inputs=globals()[n], outputs=clicked) with gr.Row(): chatbot gr.Column([changeableElemNames[x] for x in list(range(1,len(changeableElemNames)))]) demo.launch()