Lower the number of tags

Chatbot.py

@@ -43,8 +43,15 @@ class Chatbot(object):
 		newPairDict = wordDictPairs
 		newTrairDict = wordDictTrairs
 		
+		#If the message is only a tag, don't learn from it. return
+		if message.count(' ') == 0 and message[0:2] == "<@":
+			return newPairDict, newTrairDict;
+		
 		message = self.START_OF_MESSAGE + " " + message + " " + self.END_OF_MESSAGE
 		corpus = message.split()
+		for n, word in enumerate(corpus):
+			if word == "@everyone":
+				corpus[n] = "@iedereen"
 		pairs = self.makePairs(corpus)
 		trairs = self.makeTrairs(corpus)
 
@@ -196,16 +203,8 @@ class Chatbot(object):
 		except:
 			pass
 			
-		#Pick a random first word (Which is not an end-of-message)
-		#Usually, we start with a regular <SOM>, but sometimes we don't
-		a = random.randint(1,15)
-		if a == 1:
-			first_word = np.random.choice(list(wordPairDict.keys()))
-			while first_word == self.END_OF_MESSAGE:
-				first_word = np.random.choice(list(wordPairDict.keys()))
-		else:
-			first_word = self.START_OF_MESSAGE
-		chain = [first_word]
+		#Wtart with <SOM>
+		chain = [self.START_OF_MESSAGE]
 
 		#Go through the chain:
 		for i in range(1, MAX_N_WORDS):
@@ -236,11 +235,19 @@ class Chatbot(object):
 			weights = np.array(list(pairPossibilities.values()))
 			probs = weights / weights.sum()
 			chain.append(np.random.choice(possible_words, p=probs))
+	
 
 		if chain[0] == self.START_OF_MESSAGE:
 			chain = chain[1:-1] #remove <SOM> and <EOM>
 		else:
 			chain = chain[:-1] #remove <EOM>
+		
+		#remove 90% of tags:
+		for n, word in enumerate(chain):
+			if word[0:2] == "<@":
+				a = random.randint(1,10)
+				if a != 1:
+					chain[n] = "@jemoeder"
 			
 		#print(' '.join(chain))
 		yield from ctx.channel.send(' '.join(chain))