From 9def5225926a6202442259e763529816392c0f98 Mon Sep 17 00:00:00 2001
From: taha-aiplanet <muhammad@aiplanet.com>
Date: Tue, 4 Jun 2024 01:33:06 +0800
Subject: [PATCH] Create Running_Observability.py

---
 cookbook/Running_Observability.py | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 cookbook/Running_Observability.py

diff --git a/cookbook/Running_Observability.py b/cookbook/Running_Observability.py
new file mode 100644
index 0000000..9ec9720
--- /dev/null
+++ b/cookbook/Running_Observability.py
@@ -0,0 +1,20 @@
+from beyondllm import source,retrieve,generator, llms, embeddings
+from beyondllm.observe import Observer
+import os
+
+os.environ['OPENAI_API_KEY'] = 'sk-****'
+
+Observe = Observer()
+Observe.run()
+
+llm=llms.ChatOpenAIModel()
+embed_model = embeddings.OpenAIEmbeddings()
+
+data = source.fit("https://www.youtube.com/watch?v=oJJyTztI_6g",dtype="youtube",chunk_size=512,chunk_overlap=50)
+retriever = retrieve.auto_retriever(data,embed_model,type="normal",top_k=4)
+
+pipeline = generator.Generate(question="what tool is video mentioning about?",retriever=retriever, llm=llm)
+pipeline = generator.Generate(question="What is the tool used for?",retriever=retriever, llm=llm)
+pipeline = generator.Generate(question="How can i use the tool for my own use?",retriever=retriever, llm=llm)
+
+