Update app.py

with ollama local install

app.py

@@ -101,12 +101,10 @@ def main() -> None:
 
     raw_text = get_pdf(docs)
 
-    #chunks = text_splitter.split_documents(docs)
     chunks = text_splitter.split_documents(raw_text)
 
-    ## Mod from nomic-embed-text to nomic-ai/nomic-embed-text-v1.5
     #embeddings = OllamaEmbeddings(model='nomic-ai/nomic-embed-text-v1.5', base_url="http://localhost:11434")
-    embeddings = CohereEmbeddings(model="embed-english-v3.0")
+    embeddings = OllamaEmbeddings(model='nomic-embed-text', base_url="http://host.docker.internal:11434")
 
     single_vector = embeddings.embed_query("this is some text data")