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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+chroma_db/chroma.sqlite3 filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,61 @@
+import openai
+import gradio as gr
+from langchain.llms import OpenAI
+import os
+import openai
+import csv
+from openai import OpenAI
+from langchain.chat_models import ChatOpenAI
+from langchain.llms import OpenAI
+from langchain.embeddings import OpenAIEmbeddings
+from langchain.vectorstores import Chroma
+from langchain.memory import ConversationSummaryMemory
+from langchain.chains import ConversationalRetrievalChain
+from langchain.chat_models import ChatOpenAI
+from dotenv import load_dotenv, find_dotenv
+
+_ = load_dotenv(find_dotenv()) # read local .env file
+
+# Read VectorStore
+vectorstore = Chroma(
+    embedding_function=OpenAIEmbeddings(),
+    persist_directory="chroma_db"
+    )
+
+# Memory
+llm_memory = OpenAI(temperature=0.0)
+memory = ConversationSummaryMemory(
+    llm=llm_memory, memory_key="chat_history", return_messages=True
+)
+
+# Chabot QA
+llm_qa = ChatOpenAI(temperature=0.0)
+retriever = vectorstore.as_retriever()
+qa = ConversationalRetrievalChain.from_llm(
+    llm_qa,
+    retriever=retriever,
+    memory=memory
+    )
+
+
+def chatbot(message, history):
+    response = qa(message)
+    return response["answer"]
+
+iface = gr.ChatInterface(
+    fn=chatbot,
+    title="🤖 AI Bot for Help Center in CCC.uno 📞",
+    examples = [
+        "Quién eres?",
+        "Qué es Press 3?",
+        "Cómo puedo usar Secure Screen?"
+        "Cómo puedo obtener reportes de IVR?",
+        "Por que se queda procesando en Take Calls?",
+        
+    ],
+    description="A chatbot for CCC.uno Support <br> Ask whatever you want related to CCC.uno <br> Knowledge base from: https://help.ccc.uno/es/"
+)
+
+
+if __name__ == "__main__":
+    iface.launch()

chroma_db/03dd0657-e6b1-42ff-9683-5a27acb1c13c/data_level0.bin

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requirements.txt

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+openai
+langchain
+dotenv