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Hx23840 feat/add redisearch vectorstore (#1909)

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Co-authored-by: Peter <peter.shi@alephf.com>
Co-authored-by: Peter Shi <42536066+hx23840@users.noreply.github.com>
This commit is contained in:
Harrison Chase
2023-03-22 19:57:56 -07:00
committed by GitHub
parent 6e1b5b8f7e
commit 50626a10ee
2 changed files with 58 additions and 40 deletions
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65
docs/modules/indexes/vectorstore_examples/redis.ipynb
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@@ -8,10 +8,7 @@
"This notebook shows how to use functionality related to the Redis database."
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%% md\n"
}
"collapsed": false
}
},
{
@@ -24,10 +21,7 @@
"from langchain.vectorstores.redis import Redis"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
@@ -44,10 +38,7 @@
"embeddings = OpenAIEmbeddings()"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
@@ -55,13 +46,10 @@
"execution_count": 4,
"outputs": [],
"source": [
"rds = Redis.from_documents(docs, embeddings,redis_url=\"redis://localhost:6379\")"
"rds = Redis.from_documents(docs, embeddings, redis_url=\"redis://localhost:6379\", index_name='link')"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
@@ -81,10 +69,14 @@
"rds.index_name"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
"cell_type": "markdown",
"source": [],
"metadata": {
"collapsed": false
}
},
{
@@ -115,10 +107,7 @@
"print(results[0].page_content)"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
@@ -137,10 +126,7 @@
"print(rds.add_texts([\"Ankush went to Princeton\"]))"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
@@ -161,22 +147,23 @@
"print(results[0].page_content)"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
},
{
"cell_type": "code",
"execution_count": null,
"outputs": [],
"source": [],
"source": [
"#Query\n",
"rds = Redis.from_existing_index(embeddings, redis_url=\"redis://localhost:6379\", index_name='link')\n",
"\n",
"query = \"What did the president say about Ketanji Brown Jackson\"\n",
"results = rds.similarity_search(query)\n",
"print(results[0].page_content)"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
"collapsed": false
}
}
],
@@ -201,4 +188,4 @@
},
"nbformat": 4,
"nbformat_minor": 0
}
}