INTPYTHON-562 Prepare for 0.6 release (#104)

Author: blink1073

README.md

@@ -25,12 +25,17 @@ It contains the following packages.
     - [MongoDBAtlasHybridSearchRetriever](https://python.langchain.com/docs/integrations/providers/mongodb_atlas/#hybrid-search-retriever)
     - [MongoDBAtlasFullTextSearchRetriever](https://python.langchain.com/docs/integrations/providers/mongodb_atlas/#full-text-search-retriever)
     - [MongoDBAtlasParentDocumentRetriever](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/retrievers/langchain_mongodb.retrievers.parent_document.MongoDBAtlasParentDocumentRetriever.html#langchain_mongodb.retrievers.parent_document.MongoDBAtlasParentDocumentRetriever)
+    - [MongoDBAtlasSelfQueryRetriever](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/retrievers/langchain_mongodb.retrievers.self_querying.MongoDBAtlasSelfQueryRetriever.html).
 - Indexing
     - [MongoDBRecordManager](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/indexes/langchain_mongodb.indexes.MongoDBRecordManager.html#langchain_mongodb.indexes.MongoDBRecordManager)
 - Loading
     - [MongoDBLoader](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/loaders/langchain_mongodb.loaders.MongoDBLoader.html#langchain_mongodb.loaders.MongoDBLoader)
 - GraphRAG
     - [MongoDBGraphStore](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/graphrag/langchain_mongodb.graphrag.graph.MongoDBGraphStore.html)
+- Agent Toolkit
+    - [MongoDBDatabase](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/agent_toolkit/langchain_mongodb.agent_toolkit.database.MongoDBDatabase.html#langchain_mongodb.agent_toolkit.database.MongoDBDatabase)
+    - [MongoDBDatabaseToolkit](https://langchain-mongodb.readthedocs.io/en/latest/langchain_mongodb/agent_toolkit/langchain_mongodb.agent_toolkit.toolkit.MongoDBDatabaseToolkit.html)
+
 
 ### LangGraph
 

libs/langchain-mongodb/CHANGELOG.md

@@ -2,9 +2,18 @@
 
 ---
 
+## Changes in version 0.6 (2025/03/26)
+
+- Added Natural language to MQL Database tool.
+- Added `MongoDBAtlasSelfQueryRetriever`.
+- Added logic for vector stores to optionally create vector search indexes.
+- Added `close()` methods to classes to ensure proper cleanup of resources.
+- Changed the default `batch_size` to 100 to align with resource constraints on
+  AI model APIs.
+
 ## Changes in version 0.5 (2025/02/25)
 
-- Added GraphRAG support via `MongoDBGraphStore`
+- Added GraphRAG support via `MongoDBGraphStore`.
 
 ## Changes in version 0.4 (2025/01/09)
 

libs/langchain-mongodb/pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langchain-mongodb"
-version = "0.5.0"
+version = "0.6.0"
 description = "An integration package connecting MongoDB and LangChain"
 readme = "README.md"
 requires-python = ">=3.9"