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Commit3645301

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Revert "SDK documentation (#657)"
This reverts commit1d513fd.
1 parent9949cde commit3645301

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8 files changed

+24
-483
lines changed

8 files changed

+24
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lines changed

‎pgml-sdks/python/pgml/README.md‎

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‎pgml-sdks/python/pgml/docs/pgml/collection.md‎

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‎pgml-sdks/python/pgml/docs/pgml/database.md‎

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‎pgml-sdks/python/pgml/docs/pgml/dbutils.md‎

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‎pgml-sdks/python/pgml/docs/pgml/index.md‎

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‎pgml-sdks/python/pgml/examples/vector_search.py‎

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start=time()
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results=collection.vector_search("Who won 20 grammy awards?",top_k=2)
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rprint("Query time %0.3f"%(time()-start))
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rprint(json.dumps(results,indent=2))
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rprint("Query time %0.3f"%(time()-start))
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db.archive_collection(collection_name)

‎pgml-sdks/python/pgml/pgml/collection.py‎

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@@ -264,9 +264,10 @@ def _create_chunks_table(self):
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defupsert_documents(
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self,
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documents:List[Dict[str,Any]],
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documents:List[Dict[str,str]],
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text_key:Optional[str]="text",
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id_key:Optional[str]="id",
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verbose:bool=False,
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)->None:
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"""
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The function `upsert_documents` inserts or updates documents in a database table based on their ID,
@@ -275,7 +276,7 @@ def upsert_documents(
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:param documents: A list of dictionaries, where each dictionary represents a document to be upserted
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into a database table. Each dictionary should contain metadata about the document, as well as the
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actual text of the document
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:type documents: List[Dict[str,Any]]
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:type documents: List[Dict[str,str]]
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:param text_key: The key in the dictionary that corresponds to the text of the document, defaults to
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text
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:type text_key: Optional[str] (optional)
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:param verbose: A boolean parameter that determines whether or not to print verbose output during
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the upsert process. If set to True, additional information will be printed to the console during the
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upsert process. If set to False, only essential information will be printed, defaults to False
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:type verbose: bool (optional)
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"""
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conn=self.pool.getconn()
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fordocumentintrack(documents,description="Upserting documents"):

‎pgml-sdks/python/pgml/pyproject.toml‎

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@@ -1,14 +1,10 @@
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[tool.poetry]
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name ="pgml"
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version ="0.6.0"
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description ="Python SDK is designed to facilitate the development of scalable vector search applications on PostgreSQL databases."
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authors = ["PostgresML <team@postgresml.org>"]
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homepage ="https://postgresml.org"
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repository ="https://github.com/postgresml/postgresml"
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documentation ="https://github.com/postgresml/postgresml/tree/master/pgml-sdks/python/pgml"
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version ="0.1.0"
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description =""
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authors = ["Santi Adavani <santi@hyperparam.ai>"]
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readme ="README.md"
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packages = [{include ="pgml"}]
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keywords = ["postgres","machine learning","vector databases","embeddings"]
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[tool.poetry.dependencies]
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python =">=3.8.1,<4.0"

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