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| project: | |
| type: website | |
| website: | |
| title: "My AI Cookbook" | |
| sidebar: | |
| style: "docked" | |
| search: true | |
| collapse-level: 3 | |
| contents: | |
| - section: "About" | |
| contents: | |
| - href: about.qmd | |
| text: About this Cookbook | |
| - section: "Theory" | |
| contents: | |
| - href: theory/activations.qmd | |
| text: "Activation Functions" | |
| - href: theory/architectures.qmd | |
| text: "Network Architectures" | |
| - href: theory/layers.qmd | |
| text: "Layer Types" | |
| - href: theory/metrics.qmd | |
| text: "Metric Types" | |
| - section: "Large Language Models" | |
| contents: | |
| - href: llms/prompting.qmd | |
| text: "Prompting" | |
| - href: theory/chainoftoughts.qmd | |
| text: "Chain of toughts" | |
| - href: llms/embeddings.qmd | |
| text: "Embeddings" | |
| - href: llms/index.qmd | |
| text: "LLM'xs" | |
| - section: "Retrival Augmented Generation" | |
| contents: | |
| - section: "RAG Techniques" | |
| contents: | |
| - href: notebooks/rag_zephyr_langchain.qmd | |
| text: "RAG Zephyr & LangChain" | |
| - href: notebooks/advanced_rag.qmd | |
| text: "Advanced RAG" | |
| - href: notebooks/rag_evaluation.qmd | |
| text: "RAG Evaluation" | |
| - section: "Additional Techniques" | |
| contents: | |
| - href: notebooks/automatic_embedding.ipynb | |
| text: "Automatic Embedding" | |
| - href: notebooks/faiss.ipynb | |
| text: "FAISS for Efficient Search" | |
| - href: notebooks/single_gpu.ipynb | |
| text: "Single GPU Optimization" | |
| - section: "Computer Vision" | |
| contents: | |
| - href: notebooks/automatic_embedding.ipynb | |
| text: "Automatic Embedding" | |
| - href: notebooks/faiss.ipynb | |
| text: "FAISS for Efficient Search" | |
| - href: notebooks/single_gpu.ipynb | |
| text: "Single GPU Optimization" | |
| format: | |
| html: | |
| theme: cosmo | |
| css: styles.css | |
| toc: true |