feat(docs): add PGVectorStore (#30950)

Thank you for contributing to LangChain!

-  **Adding documentation for PGVectorStore**: 
docs: Adding documentation for the new PGVectorStore as a part of
langchain-postgres

- **Add docs**: The notebook for PGVectorStore is now added to the
directory `docs/docs/integrations`.
As a part of this change, we've also updated the VectorStore features
table and VectorStoreTabs

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
This commit is contained in:
dishaprakash
2025-07-25 17:22:58 +00:00
committed by GitHub
parent 12ae42c5e9
commit a0671676ae
4 changed files with 815 additions and 0 deletions

View File

@@ -10,6 +10,7 @@ from langchain_couchbase import CouchbaseSearchVectorStore
from langchain_milvus import Milvus
from langchain_mongodb import MongoDBAtlasVectorSearch
from langchain_pinecone import PineconeVectorStore
from langchain_postgres import PGVectorStore
from langchain_qdrant import QdrantVectorStore
vectorstore_list = [
@@ -22,6 +23,7 @@ vectorstore_list = [
]
from_partners = [
("PGVectorStore", PGVectorStore),
("Chroma", Chroma),
("AstraDBVectorStore", AstraDBVectorStore),
("QdrantVectorStore", QdrantVectorStore),
@@ -52,6 +54,17 @@ The table below lists the features for some of our most popular vector stores.
def get_vectorstore_table():
vectorstore_feat_table = {
"PGVectorStore": {
"Delete by ID": True,
"Filtering": True,
"similarity_search_by_vector": True,
"similarity_search_with_score": True,
"asearch": True,
"Passes Standard Tests": True,
"Multi Tenancy": False,
"Local/Cloud": "Local",
"IDs in add Documents": True,
},
"FAISS": {
"Delete by ID": True,
"Filtering": True,