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Harrison/gml save (#1676)

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Co-authored-by: Satoru Sakamoto <51464932+satoru814@users.noreply.github.com>
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Harrison Chase
2023-03-14 20:00:22 -07:00
committed by GitHub
parent 656efe6ef3
commit 4d7fdb8957
2 changed files with 97 additions and 9 deletions
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78
docs/modules/indexes/chain_examples/graph_qa.ipynb
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@@ -178,16 +178,16 @@
"text": [
"\n",
"\n",
"\u001B[1m> Entering new GraphQAChain chain...\u001B[0m\n",
"\u001b[1m> Entering new GraphQAChain chain...\u001b[0m\n",
"Entities Extracted:\n",
"\u001B[32;1m\u001B[1;3m Intel\u001B[0m\n",
"\u001b[32;1m\u001b[1;3m Intel\u001b[0m\n",
"Full Context:\n",
"\u001B[32;1m\u001B[1;3mIntel is going to build $20 billion semiconductor \"mega site\"\n",
"\u001b[32;1m\u001b[1;3mIntel is going to build $20 billion semiconductor \"mega site\"\n",
"Intel is building state-of-the-art factories\n",
"Intel is creating 10,000 new good-paying jobs\n",
"Intel is helping build Silicon Valley\u001B[0m\n",
"Intel is helping build Silicon Valley\u001b[0m\n",
"\n",
"\u001B[1m> Finished chain.\u001B[0m\n"
"\u001b[1m> Finished chain.\u001b[0m\n"
]
},
{
@@ -205,10 +205,76 @@
"chain.run(\"what is Intel going to build?\")"
]
},
{
"cell_type": "markdown",
"id": "410aafa0",
"metadata": {},
"source": [
"## Save the graph\n",
"We can also save and load the graph."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "bc72cca0",
"metadata": {},
"outputs": [],
"source": [
"graph.write_to_gml(\"graph.gml\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "652760ad",
"metadata": {},
"outputs": [],
"source": [
"from langchain.indexes.graph import NetworkxEntityGraph"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "eae591fe",
"metadata": {},
"outputs": [],
"source": [
"loaded_graph = NetworkxEntityGraph.from_gml(\"graph.gml\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "9439d419",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('Intel', '$20 billion semiconductor \"mega site\"', 'is going to build'),\n",
" ('Intel', 'state-of-the-art factories', 'is building'),\n",
" ('Intel', '10,000 new good-paying jobs', 'is creating'),\n",
" ('Intel', 'Silicon Valley', 'is helping build'),\n",
" ('Field of dreams',\n",
" \"America's future will be built\",\n",
" 'is the ground on which')]"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"loaded_graph.get_triples()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f70b9ada",
"id": "045796cf",
"metadata": {},
"outputs": [],
"source": []