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notebook fmt (#12498)

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Bagatur
2023-10-29 15:50:09 -07:00
committed by GitHub
parent 56cc5b847c
commit 2424fff3f1
342 changed files with 8261 additions and 6796 deletions
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21
cookbook/myscale_vector_sql.ipynb
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@@ -27,11 +27,12 @@
"metadata": {},
"outputs": [],
"source": [
"\n",
"from os import environ\n",
"import getpass\n",
"from typing import Dict, Any\n",
"from langchain.llms import OpenAI\nfrom langchain.utilities import SQLDatabase\nfrom langchain.chains import LLMChain\n",
"from langchain.llms import OpenAI\n",
"from langchain.utilities import SQLDatabase\n",
"from langchain.chains import LLMChain\n",
"from langchain_experimental.sql.vector_sql import VectorSQLDatabaseChain\n",
"from sqlalchemy import create_engine, Column, MetaData\n",
"from langchain.prompts import PromptTemplate\n",
@@ -76,7 +77,6 @@
"metadata": {},
"outputs": [],
"source": [
"\n",
"from langchain.llms import OpenAI\n",
"from langchain.callbacks import StdOutCallbackHandler\n",
"\n",
@@ -124,8 +124,9 @@
"from langchain.chains.qa_with_sources.retrieval import RetrievalQAWithSourcesChain\n",
"\n",
"from langchain_experimental.sql.vector_sql import VectorSQLDatabaseChain\n",
"from langchain_experimental.retrievers.vector_sql_database \\\n",
" import VectorSQLDatabaseChainRetriever\n",
"from langchain_experimental.retrievers.vector_sql_database import (\n",
" VectorSQLDatabaseChainRetriever,\n",
")\n",
"from langchain_experimental.sql.prompt import MYSCALE_PROMPT\n",
"from langchain_experimental.sql.vector_sql import VectorSQLRetrieveAllOutputParser\n",
"\n",
@@ -144,7 +145,9 @@
")\n",
"\n",
"# You need all those keys to get docs\n",
"retriever = VectorSQLDatabaseChainRetriever(sql_db_chain=chain, page_content_key=\"abstract\")\n",
"retriever = VectorSQLDatabaseChainRetriever(\n",
" sql_db_chain=chain, page_content_key=\"abstract\"\n",
")\n",
"\n",
"document_with_metadata_prompt = PromptTemplate(\n",
" input_variables=[\"page_content\", \"id\", \"title\", \"authors\", \"pubdate\", \"categories\"],\n",
@@ -162,8 +165,10 @@
" },\n",
" return_source_documents=True,\n",
")\n",
"ans = chain(\"Please give me 10 papers to ask what is PageRank?\",\n",
" callbacks=[StdOutCallbackHandler()])\n",
"ans = chain(\n",
" \"Please give me 10 papers to ask what is PageRank?\",\n",
" callbacks=[StdOutCallbackHandler()],\n",
")\n",
"print(ans[\"answer\"])"
]
},