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docs: fix import path for FlashrankRerank example notebook (#19146)
**Description:** Fixes the import paths for the `FlashrankRerank` example notebook. **Issue:** #19139 **Dependencies:** None **Twitter handle:** n/a --------- Co-authored-by: Simon Stone <simon.stone@dartmouth.edu> Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
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Simon Stone
GitHub
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@ -28,17 +28,17 @@
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},
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"outputs": [],
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"source": [
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"% pip install --upgrade --quiet flashrank\n",
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"% pip install --upgrade --quiet faiss\n",
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"%pip install --upgrade --quiet flashrank\n",
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"%pip install --upgrade --quiet faiss\n",
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"\n",
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"# OR (depending on Python version)\n",
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"\n",
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"% pip install --upgrade --quiet faiss_cpu"
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"%pip install --upgrade --quiet faiss_cpu"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 2,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -73,7 +73,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 3,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -90,7 +90,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 4,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -247,14 +247,6 @@
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"----------------------------------------------------------------------------------------------------\n",
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"Document 15:\n",
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"\n",
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"My plan to fight inflation will lower your costs and lower the deficit. \n",
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"\n",
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"17 Nobel laureates in economics say my plan will ease long-term inflationary pressures. Top business leaders and most Americans support my plan. And here’s the plan: \n",
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"\n",
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"First – cut the cost of prescription drugs. Just look at insulin. One in ten Americans has diabetes. In Virginia, I met a 13-year-old boy named Joshua Davis.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 16:\n",
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"\n",
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"And soon, we’ll strengthen the Violence Against Women Act that I first wrote three decades ago. It is important for us to show the nation that we can come together and do big things. \n",
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"\n",
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"So tonight I’m offering a Unity Agenda for the Nation. Four big things we can do together. \n",
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@ -263,15 +255,15 @@
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"\n",
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"There is so much we can do. Increase funding for prevention, treatment, harm reduction, and recovery.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 17:\n",
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"Document 16:\n",
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"\n",
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"So let’s not abandon our streets. Or choose between safety and equal justice. \n",
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"My plan to fight inflation will lower your costs and lower the deficit. \n",
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"\n",
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"Let’s come together to protect our communities, restore trust, and hold law enforcement accountable. \n",
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"17 Nobel laureates in economics say my plan will ease long-term inflationary pressures. Top business leaders and most Americans support my plan. And here’s the plan: \n",
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"\n",
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"That’s why the Justice Department required body cameras, banned chokeholds, and restricted no-knock warrants for its officers.\n",
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"First – cut the cost of prescription drugs. Just look at insulin. One in ten Americans has diabetes. In Virginia, I met a 13-year-old boy named Joshua Davis.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 18:\n",
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"Document 17:\n",
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"\n",
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"My plan will not only lower costs to give families a fair shot, it will lower the deficit. \n",
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"\n",
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@ -281,6 +273,14 @@
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"\n",
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"We’re going after the criminals who stole billions in relief money meant for small businesses and millions of Americans.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 18:\n",
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"\n",
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"So let’s not abandon our streets. Or choose between safety and equal justice. \n",
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"\n",
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"Let’s come together to protect our communities, restore trust, and hold law enforcement accountable. \n",
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"\n",
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"That’s why the Justice Department required body cameras, banned chokeholds, and restricted no-knock warrants for its officers.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 19:\n",
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"\n",
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"I understand. \n",
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@ -340,16 +340,25 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 5,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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}
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},
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"outputs": [],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[0, 5, 3]\n"
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]
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}
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],
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"source": [
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"from langchain.retrievers import ContextualCompressionRetriever, FlashrankRerank\n",
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"from langchain.retrievers import ContextualCompressionRetriever\n",
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"from langchain.retrievers.document_compressors import FlashrankRerank\n",
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"from langchain_openai import ChatOpenAI\n",
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"\n",
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"llm = ChatOpenAI(temperature=0)\n",
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@ -379,7 +388,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 20,
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"execution_count": 6,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -399,6 +408,16 @@
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"----------------------------------------------------------------------------------------------------\n",
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"Document 2:\n",
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"\n",
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"He met the Ukrainian people. \n",
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"\n",
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"From President Zelenskyy to every Ukrainian, their fearlessness, their courage, their determination, inspires the world. \n",
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"\n",
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"Groups of citizens blocking tanks with their bodies. Everyone from students to retirees teachers turned soldiers defending their homeland. \n",
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"\n",
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"In this struggle as President Zelenskyy said in his speech to the European Parliament “Light will win over darkness.” The Ukrainian Ambassador to the United States is here tonight.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 3:\n",
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"\n",
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"And tonight, I’m announcing that the Justice Department will name a chief prosecutor for pandemic fraud. \n",
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"\n",
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"By the end of this year, the deficit will be down to less than half what it was before I took office. \n",
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@ -409,19 +428,7 @@
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"\n",
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"I’m a capitalist, but capitalism without competition isn’t capitalism. \n",
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"\n",
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"It’s exploitation—and it drives up prices.\n",
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"----------------------------------------------------------------------------------------------------\n",
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"Document 3:\n",
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"\n",
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"As Ohio Senator Sherrod Brown says, “It’s time to bury the label “Rust Belt.” \n",
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"\n",
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"It’s time. \n",
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"\n",
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"But with all the bright spots in our economy, record job growth and higher wages, too many families are struggling to keep up with the bills. \n",
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"\n",
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"Inflation is robbing them of the gains they might otherwise feel. \n",
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"\n",
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"I get it. That’s why my top priority is getting prices under control.\n"
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"It’s exploitation—and it drives up prices.\n"
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]
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}
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],
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@ -443,7 +450,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"execution_count": 7,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -459,7 +466,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 19,
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"execution_count": 8,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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@ -471,10 +478,10 @@
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"data": {
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"text/plain": [
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"{'query': 'What did the president say about Ketanji Brown Jackson',\n",
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" 'result': \"The President said that Ketanji Brown Jackson is one of our nation's top legal minds and will continue Justice Breyer's legacy of excellence.\"}"
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" 'result': \"The President mentioned that Ketanji Brown Jackson is one of the nation's top legal minds and will continue Justice Breyer's legacy of excellence.\"}"
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]
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},
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"execution_count": 19,
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"execution_count": 8,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -500,7 +507,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.12"
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"version": "3.12.2"
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}
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},
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"nbformat": 4,
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