code

.env

@@ -0,0 +1 @@
+cohere_api_key="CTx2vcy4vjHeGC77cGGQXrCCz4xZYxlnPyFWZqqe"

app.py

@@ -4,7 +4,9 @@ import openai
 from paraphrase_post import get_original_url , paraphrased_post
 from advance_post import google_search , advanced_post
 from langchain_community.chat_models import ChatOpenAI
-from langchain_groq import ChatGroq
+from langchain_cohere import ChatCohere
+# from langchain_nvidia_ai_endpoints import ChatNVIDIA
+
 #from langchain import HuggingFaceHub
 
 
@@ -27,7 +29,7 @@ def main():
         session_state.advancepost = ""
    
     url = st.sidebar.text_input("Enter URL:", placeholder="Enter URL here...")
-    option = st.sidebar.selectbox('Select Model:', ('GPT-4',"Mixtral-8x7b","Gemma-7b"))
+    option = st.sidebar.selectbox('Select Model:', ('GPT-4',"Cohere"))
     temperature= st.sidebar.select_slider(
     'How much accurate post you want ?',
     options=['Less accuracy', 9, 8, 7, 6, 5,4,3 ,2,1,'High accuracy'])
@@ -42,14 +44,16 @@ def main():
         api_key=st.sidebar.text_input("API Key:",placeholder="Enter OpenAI API Key...")
         if api_key:
             model=ChatOpenAI(model="gpt-4-turbo-preview" , temperature=temperature , api_key=api_key)
-    elif option=="Mixtral-8x7b":
-        api_key= st.sidebar.text_input("API Key:",placeholder="Enter Groq API Key...")
-        if api_key:
-            model = ChatGroq(temperature=temperature,groq_api_key=api_key, model_name="mixtral-8x7b-32768")
-    elif option=="Gemma-7b":
-        api_key=st.sidebar.text_input("API Key:",placeholder="Enter Groq API Key...")
+    elif option=="Cohere":
+        api_key= st.sidebar.text_input("API Key:",placeholder="Enter Cohere API Key...")
         if api_key:
-            model= ChatGroq(temperature=temperature,groq_api_key=api_key ,  model_name="Gemma-7b-It")
+            model = ChatCohere(cohere_api_key=api_key , temperature = temperature , model = "command-r-plus")
+    # elif option=="Mixtral-8x7b":
+    #     api_key=st.sidebar.text_input("API Key:",placeholder="Enter NVIDIA NIM API Key...")
+    #     if api_key:
+    #         model = ChatNVIDIA(model="mixtral_8x7b",api_key = api_key , temperature=temperature)
+
+    
 
   
     # elif option=="Llama-3":
@@ -78,8 +82,15 @@ def main():
         else:
             st.sidebar.error("Please enter url")
 
-
-
+    # def stream_data():
+    #     import time 
+    #     for word in session_state.paraphrase.split(" "):
+    #         yield word + " "
+    #         time.sleep(0.02)
+    
+            
+    #         st.write_stream(word +" ")
+    
     paraphrase_text=st.text_area("Generated LinkedIn post",value=session_state.paraphrase, height=400)
     # import pyperclip
     # if st.button('Copy'):

paraphrase_post.py

@@ -46,8 +46,8 @@ def paraphrased_post(url,model):
     post=scrappost(url)
     # print(post)
 
-    template="""You are a helpful paraphraser tool. You are provided with a content and your task is to paraphrase it.
-                {data}"""
+    template=""" You are provided with LinkedIn post below . Paraphrase this post in professional way.You can change the writing style as compared to the provided post .Keep stickers , emojis , links and hastags. Final output should only be paraphrased post . 
+    LinkedIn post: {data}"""
 
     prompt = ChatPromptTemplate.from_template(template)