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Create Running_Observability.py #53

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Jun 5, 2024
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Create Running_Observability.py #53

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efadbac
Create Running_Observability.py
taha-aiplanet Jun 3, 2024
0bbaaec
adding cookbook for observability
taha-aiplanet Jun 4, 2024
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20 changes: 20 additions & 0 deletions cookbook/Running_Observability.py
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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)

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maybe we can include the screenshots of the results. PS: Dashboard results