From 1fc4ac32f0bf2a0ac643c2f72bf4d99fc304c685 Mon Sep 17 00:00:00 2001
From: Zapiron <125368863+DangerousPotential@users.noreply.github.com>
Date: Mon, 9 Dec 2024 12:23:26 +0800
Subject: [PATCH] docs: Resolve incorrect import of AttributeInfo for
 self-query retriever section (#28446)

Most of the imports from the self-query retriever section seems to
imported `AttributeInfo` from `query_constructor.base` instead of
`query_constructor.schema`, found in the API reference
[here](https://python.langchain.com/api_reference/langchain/chains/langchain.chains.query_constructor.schema.AttributeInfo.html)

This PR resolves the wrong imports from most of the notebooks
---
 .../retrievers/self_query/activeloop_deeplake_self_query.ipynb  | 2 +-
 docs/docs/integrations/retrievers/self_query/astradb.ipynb      | 2 +-
 .../integrations/retrievers/self_query/chroma_self_query.ipynb  | 2 +-
 docs/docs/integrations/retrievers/self_query/dashvector.ipynb   | 2 +-
 .../retrievers/self_query/databricks_vector_search.ipynb        | 2 +-
 docs/docs/integrations/retrievers/self_query/dingo.ipynb        | 2 +-
 .../retrievers/self_query/hanavector_self_query.ipynb           | 2 +-
 .../integrations/retrievers/self_query/milvus_self_query.ipynb  | 2 +-
 .../docs/integrations/retrievers/self_query/mongodb_atlas.ipynb | 2 +-
 .../integrations/retrievers/self_query/myscale_self_query.ipynb | 2 +-
 .../integrations/retrievers/self_query/neo4j_self_query.ipynb   | 2 +-
 .../retrievers/self_query/opensearch_self_query.ipynb           | 2 +-
 .../retrievers/self_query/pgvector_self_query.ipynb             | 2 +-
 docs/docs/integrations/retrievers/self_query/pinecone.ipynb     | 2 +-
 .../integrations/retrievers/self_query/qdrant_self_query.ipynb  | 2 +-
 .../integrations/retrievers/self_query/redis_self_query.ipynb   | 2 +-
 .../retrievers/self_query/supabase_self_query.ipynb             | 2 +-
 .../integrations/retrievers/self_query/tencentvectordb.ipynb    | 2 +-
 .../retrievers/self_query/timescalevector_self_query.ipynb      | 2 +-
 .../integrations/retrievers/self_query/vectara_self_query.ipynb | 2 +-
 .../retrievers/self_query/weaviate_self_query.ipynb             | 2 +-
 21 files changed, 21 insertions(+), 21 deletions(-)

diff --git a/docs/docs/integrations/retrievers/self_query/activeloop_deeplake_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/activeloop_deeplake_self_query.ipynb
index d5584362a89..3ddb3710009 100644
--- a/docs/docs/integrations/retrievers/self_query/activeloop_deeplake_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/activeloop_deeplake_self_query.ipynb
@@ -194,7 +194,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/astradb.ipynb b/docs/docs/integrations/retrievers/self_query/astradb.ipynb
index a170a306f1b..a69b22006a3 100644
--- a/docs/docs/integrations/retrievers/self_query/astradb.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/astradb.ipynb
@@ -146,7 +146,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/chroma_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/chroma_self_query.ipynb
index f9f5725afbe..c12336bb782 100644
--- a/docs/docs/integrations/retrievers/self_query/chroma_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/chroma_self_query.ipynb
@@ -164,7 +164,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/dashvector.ipynb b/docs/docs/integrations/retrievers/self_query/dashvector.ipynb
index a5c856d9555..3e7bcda9427 100644
--- a/docs/docs/integrations/retrievers/self_query/dashvector.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/dashvector.ipynb
@@ -185,7 +185,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_community.llms import Tongyi\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/databricks_vector_search.ipynb b/docs/docs/integrations/retrievers/self_query/databricks_vector_search.ipynb
index 1f88a518785..d969db98281 100644
--- a/docs/docs/integrations/retrievers/self_query/databricks_vector_search.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/databricks_vector_search.ipynb
@@ -282,7 +282,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/dingo.ipynb b/docs/docs/integrations/retrievers/self_query/dingo.ipynb
index 95bda4d1513..12f675823b2 100644
--- a/docs/docs/integrations/retrievers/self_query/dingo.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/dingo.ipynb
@@ -196,7 +196,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/hanavector_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/hanavector_self_query.ipynb
index 0bdef3836c8..e2a0d8a28f2 100644
--- a/docs/docs/integrations/retrievers/self_query/hanavector_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/hanavector_self_query.ipynb
@@ -125,7 +125,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_community.query_constructors.hanavector import HanaTranslator\n",
     "from langchain_openai import ChatOpenAI\n",
diff --git a/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb
index c43ab4cf2c4..21414461733 100644
--- a/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb
@@ -119,7 +119,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/mongodb_atlas.ipynb b/docs/docs/integrations/retrievers/self_query/mongodb_atlas.ipynb
index 045a224acdf..c7471e29eff 100644
--- a/docs/docs/integrations/retrievers/self_query/mongodb_atlas.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/mongodb_atlas.ipynb
@@ -160,7 +160,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/myscale_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/myscale_self_query.ipynb
index a2951769366..c4c90888d37 100644
--- a/docs/docs/integrations/retrievers/self_query/myscale_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/myscale_self_query.ipynb
@@ -165,7 +165,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import ChatOpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/neo4j_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/neo4j_self_query.ipynb
index 0d2f1452127..1730222283f 100644
--- a/docs/docs/integrations/retrievers/self_query/neo4j_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/neo4j_self_query.ipynb
@@ -168,7 +168,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/opensearch_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/opensearch_self_query.ipynb
index 8795bbd1d1a..dfc68614ead 100644
--- a/docs/docs/integrations/retrievers/self_query/opensearch_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/opensearch_self_query.ipynb
@@ -135,7 +135,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/pgvector_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/pgvector_self_query.ipynb
index 8d27022fe25..d05734063fc 100644
--- a/docs/docs/integrations/retrievers/self_query/pgvector_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/pgvector_self_query.ipynb
@@ -141,7 +141,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/pinecone.ipynb b/docs/docs/integrations/retrievers/self_query/pinecone.ipynb
index 670c7db91f0..8c8bc331d7d 100644
--- a/docs/docs/integrations/retrievers/self_query/pinecone.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/pinecone.ipynb
@@ -190,7 +190,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/qdrant_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/qdrant_self_query.ipynb
index 50b162b6928..a012caa99d3 100644
--- a/docs/docs/integrations/retrievers/self_query/qdrant_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/qdrant_self_query.ipynb
@@ -144,7 +144,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/redis_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/redis_self_query.ipynb
index 55e4f6fa350..5f72e7738b5 100644
--- a/docs/docs/integrations/retrievers/self_query/redis_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/redis_self_query.ipynb
@@ -194,7 +194,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/supabase_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/supabase_self_query.ipynb
index 88842164487..8468979c4e8 100644
--- a/docs/docs/integrations/retrievers/self_query/supabase_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/supabase_self_query.ipynb
@@ -308,7 +308,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/tencentvectordb.ipynb b/docs/docs/integrations/retrievers/self_query/tencentvectordb.ipynb
index a59546e1308..4d6362085ec 100644
--- a/docs/docs/integrations/retrievers/self_query/tencentvectordb.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/tencentvectordb.ipynb
@@ -218,7 +218,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import ChatOpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/timescalevector_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/timescalevector_self_query.ipynb
index f78a2f107cd..4e495264d72 100644
--- a/docs/docs/integrations/retrievers/self_query/timescalevector_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/timescalevector_self_query.ipynb
@@ -249,7 +249,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",
diff --git a/docs/docs/integrations/retrievers/self_query/vectara_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/vectara_self_query.ipynb
index fe98c8f12a6..ab3dbe4f301 100644
--- a/docs/docs/integrations/retrievers/self_query/vectara_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/vectara_self_query.ipynb
@@ -91,7 +91,7 @@
     "os.environ[\"VECTARA_CORPUS_ID\"] = \"<YOUR_VECTARA_CORPUS_ID>\"\n",
     "os.environ[\"VECTARA_CUSTOMER_ID\"] = \"<YOUR_VECTARA_CUSTOMER_ID>\"\n",
     "\n",
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_community.vectorstores import Vectara\n",
     "from langchain_openai.chat_models import ChatOpenAI"
diff --git a/docs/docs/integrations/retrievers/self_query/weaviate_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/weaviate_self_query.ipynb
index df5fd9d03e0..b3729e193ea 100644
--- a/docs/docs/integrations/retrievers/self_query/weaviate_self_query.ipynb
+++ b/docs/docs/integrations/retrievers/self_query/weaviate_self_query.ipynb
@@ -115,7 +115,7 @@
    },
    "outputs": [],
    "source": [
-    "from langchain.chains.query_constructor.base import AttributeInfo\n",
+    "from langchain.chains.query_constructor.schema import AttributeInfo\n",
     "from langchain.retrievers.self_query.base import SelfQueryRetriever\n",
     "from langchain_openai import OpenAI\n",
     "\n",