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fix notebook

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Ray 2025-08-22 03:07:12 +08:00
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cookbook/pageindex_RAG_simple.ipynb
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@ -45,8 +45,13 @@
"- **No Vectors Needed**: Uses document structure and LLM reasoning for retrieval.\n", "- **No Vectors Needed**: Uses document structure and LLM reasoning for retrieval.\n",
"- **No Chunking Needed**: Documents are organized into natural sections rather than artificial chunks.\n", "- **No Chunking Needed**: Documents are organized into natural sections rather than artificial chunks.\n",
"- **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents. \n", "- **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents. \n",
"- **Transparent Retrieval Process**: Retrieval based on reasoning — say goodbye to approximate semantic search (\"vibe retrieval\").\n", "- **Transparent Retrieval Process**: Retrieval based on reasoning — say goodbye to approximate semantic search (\"vibe retrieval\")."
"\n", ]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 📝 Notebook Overview\n", "## 📝 Notebook Overview\n",
"\n", "\n",
"This notebook demonstrates a simple example of **vectorless RAG** with PageIndex through the following steps:\n", "This notebook demonstrates a simple example of **vectorless RAG** with PageIndex through the following steps:\n",
@ -56,9 +61,14 @@
"\n", "\n",
"The figure below shows an overview of the workflow:\n", "The figure below shows an overview of the workflow:\n",
"\n", "\n",
"<img src=\"https://pageindex.ai/static/images/vectorless_workflow.jpg\" width=\"70%\">" "<img src=\"https://pageindex.ai/static/images/vectorless_rag_workflow.png\" width=\"70%\">"
] ]
}, },
{
"cell_type": "markdown",
"metadata": {},
"source": []
},
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {