yodafy1

app.py

@@ -1,7 +1,47 @@
 import gradio as gr
+from langchain.llms import OpenAI
+from langchain.prompts import PromptTemplate
+from langchain.chains.llm import LLMChain
+from langchain.chains.constitutional_ai.base import ConstitutionalChain
+from langchain.chains.constitutional_ai.models import ConstitutionalPrinciple
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+from dotenv import find_dotenv, load_dotenv
+load_dotenv(find_dotenv())
+
+
+
+def yodafy(sentence):
+
+    llm = OpenAI(temperature=.8)
+    prompt = PromptTemplate(
+        input_variables=["sentence"],
+        template="Rewrite the sentence inside <> as Master Yoda. Sentence: <{sentence}>",
+    )
+
+    chain = LLMChain(llm=llm, prompt=prompt)
+
+    master_yoda_principle = ConstitutionalPrinciple(
+        name='Master Yoda Principle',
+        critique_request='Identify specific ways in which the model\'s response is not in the style of Master Yoda.',
+        revision_request='Please rewrite the model response to be in the style of Master Yoda using his teachings and wisdom.',
+    )
+
+    ethical_principle = ConstitutionalPrinciple(
+        name="Ethical Principle",
+        critique_request="The model should only talk about ethical and legal things.",
+        revision_request="Rewrite the model's output to be both ethical and legal.",
+    )
+
+    constitutional_chain = ConstitutionalChain.from_llm(
+        chain=chain,
+        constitutional_principles=[ethical_principle, master_yoda_principle],
+        llm=llm,
+        verbose=True,
+    )
+
+    return constitutional_chain.run(sentence=sentence)
+
+
+iface = gr.Interface(fn=yodafy, inputs="text", outputs="text")
 iface.launch()

requirements.txt

@@ -0,0 +1,2 @@
+langchain
+openai