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Fix bad docs sidebar header (#7966)

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<img width="283" alt="Screenshot 2023-07-19 at 2 49 44 PM"
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Jacob Lee 2023-07-20 19:06:57 -07:00 committed by GitHub
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docs/extras/modules/data_connection/document_transformers/post_retrieval/_category_.yml Normal file
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label: 'Post retrieval'

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docs/extras/modules/data_connection/document_transformers/post_retrieval/long_context_reorder.ipynb
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{ {
"cells": [ "cells": [
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"id": "fc0db1bc", "id": "fc0db1bc",
"metadata": {}, "metadata": {},
"source": [ "source": [
"# Lost in the middle: The problem with long contexts\n", "# Lost in the middle: The problem with long contexts\n",
"\n", "\n",
"No matter the architecture of your model, there is a sustancial performance degradation when you include 10+ retrieved documents.\n", "No matter the architecture of your model, there is a substantial performance degradation when you include 10+ retrieved documents.\n",
"In brief: When models must access relevant information in the middle of long contexts, then tend to ignore the provided documents.\n", "In brief: When models must access relevant information in the middle of long contexts, then tend to ignore the provided documents.\n",
"See: https://arxiv.org/abs//2307.03172\n", "See: https://arxiv.org/abs/2307.03172\n",
"\n", "\n",
"To avoid this issue you can re-order documents after retrieval to avoid performance degradation." "To avoid this issue you can re-order documents after retrieval to avoid performance degradation."
] ]