Check out the Colab Notebook below:
@sumanth_077
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Comet OpenAI Integration Automatically Tracks Chat Completions
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The Comet OpenAI integration that we are using here will automatically tracks every OpenAI Chat completions generated in your scripts • messages and function_call as inputs
• choices as outputs
• usage token as Metadata Checkout the integration here: https://
comet.com/docs/v2/integr
ations/third-party-tools/openai/#log-automatically
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Defining Question Answering Function with Model Parameters
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Now let's define the question answering function that takes a question, model name, max tokens and stop_sequence parameter and return the response from the model. Check this out:
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Importing Libraries for Q&A System and Experiment Tracking
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First import the necessary libraries: Here, I am importing: 1. 'openai' to build a Q&A system.
2. 'comet_llm' for experiment tracking. Next, I am initializing comet_llm by providing a project name and calling the comet_llm experiment. -
Building a Generative Question Answering System in Python
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Here is a step by step explanation of building a Generative question answering system from scratch in Python Let's also log and track every chat completions generated in your scripts! Thread
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Sharing Daily Content on Python, Data Science and Machine Learning
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.
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Using %%ai Magic Command in JupyterLab for Natural Language Model Chat
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Use the "%%ai" magic command to specify a model chat with the model using a natural language prompt: Check this out: https://
github.com/jupyterlab/jup
yter-ai
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7 Magic Commands to Save Time in Jupyter Notebooks
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If you are using jupyter notebooks for Python and Data Science, try these 7 magic commands that will save you a ton of time: 1. Jupyter AI: Select any model and chat with it right from the Jupyter Notebook.
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New DSPy Video Released After Long Break
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Finally a video after so long on the channel and that to on DSPy. Going to be a great watch!
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Daily Python, Machine Learning and Language Models Education
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That's a wrap. Every day, I share and simplify complex concepts around Python, Machine Learning & Language Models. Follow me → @Sumanth_077 if you haven't already to ensure you don't miss that. Like/RT the first tweet to support my work and help this reach more people