wehub-resource-sync
36 lines
1.2 KiB
Markdown
36 lines
1.2 KiB
Markdown
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# Evaluation and Observability for AI Apps
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This project leverages [CometML Opik](https://github.com/comet-ml/opik) to build an e2e evaluation and observability pipeline for a RAG application.
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## Installation and setup
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**Get API Keys**:
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- [Opik API Key](https://www.comet.com/signup)
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- [Open AI API Key](https://platform.openai.com/api-keys)
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**Install Dependencies**:
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Ensure you have Python 3.11 or later installed.
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```bash
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pip install opik llama-index llama-index-agent-openai llama-index-llms-openai --upgrade --quiet
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```
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**Running**:
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You can run the code in notebook ```demo.ipynb```.
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---
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## 📬 Stay Updated with Our Newsletter!
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**Get a FREE Data Science eBook** 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. [Subscribe now!](https://join.dailydoseofds.com)
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[](https://join.dailydoseofds.com)
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---
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## Contribution
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Contributions are welcome! Please fork the repository and submit a pull request with your improvements.
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