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fix colab link
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ash0ts committed Aug 12, 2024
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# Summarization using Chain of Density

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/wandb/weave/blob/anish/add-summarization-example/examples/cookbooks/summarization/chain_of_density.ipynb)
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/wandb/weave/blob/anish/summarization-cookbook/examples/cookbooks/summarization/chain_of_density.ipynb)

Summarizing complex technical documents while preserving crucial details is a challenging task. The Chain of Density (CoD) summarization technique offers a solution by iteratively refining summaries to be more concise and information-dense. This guide demonstrates how to implement CoD using Weave, a powerful framework for building, tracking, and evaluating LLM applications. By combining CoD's effectiveness with Weave's robust tooling, you'll learn to create a summarization pipeline that produces high-quality, entity-rich summaries of technical content while gaining insights into the summarization process.

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2 changes: 1 addition & 1 deletion examples/cookbooks/summarization/chain_of_density.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/wandb/weave/blob/anish/add-summarization-example/examples/cookbooks/summarization/chain_of_density.ipynb)\n",
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/wandb/weave/blob/anish/summarization-cookbook/examples/cookbooks/summarization/chain_of_density.ipynb)\n",
"\n",
"<!--- @wandbcode{summarization-chain-of-density-cookbook} -->"
]
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