Upload 3 files

chat_csv.py

@@ -0,0 +1,13 @@
+from langchain.llms import CTransformers
+from langchain_experimental.agents.agent_toolkits.csv.base import create_csv_agent
+
+llm = CTransformers(model="TheBloke/Llama-2-13B-Ensemble-v5-GGUF", model_file="llama-2-13b-ensemble-v5.Q5_K_M.gguf", model_type="llama")
+
+csv_file = "/content/data_breast.csv"
+
+agent = create_csv_agent(llm, csv_file, verbose=True)
+
+def quiz(query):
+    return agent.run(query)
+
+

requirements.txt

@@ -4,4 +4,5 @@ langchain
 faiss-cpu
 transformers
 ctransformers>=0.2.24
-sentence-transformers
+sentence-transformers
+langchain-experimental==0.0.49