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add workflow figure
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"- **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents. \n",
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"- **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents. \n",
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"- **Transparent Retrieval Process**: Retrieval based on reasoning — say goodbye to approximate semantic search (\"vibe retrieval\").\n",
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"- **Transparent Retrieval Process**: Retrieval based on reasoning — say goodbye to approximate semantic search (\"vibe retrieval\").\n",
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"\n",
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"\n",
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"## 📝 About this Notebook\n",
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"## 📝 Notebook Overview\n",
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"\n",
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"\n",
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"This notebook demonstrates a simple example of **vectorless RAG** with PageIndex. You will learn:\n",
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"This notebook demonstrates a simple example of **vectorless RAG** with PageIndex through the following steps:\n",
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"- [x] Build a PageIndex tree structure of a document.\n",
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"- [x] Build a PageIndex tree structure of a document\n",
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"- [x] Perform reasoning-based retrieval with tree search.\n",
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"- [x] Perform reasoning-based retrieval with tree search\n",
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"- [x] Generate answers based on the retrieved context."
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"- [x] Generate answers based on the retrieved context\n",
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"\n",
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"The figure below shows an overview of the workflow:\n",
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"\n",
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"<img src=\"https://pageindex.ai/static/images/vectorless_workflow.jpg\" width=\"70%\">"
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