Changes since langchain-community==0.3.12

community: bump core (#28819) Community : Add OpenAI prompt caching and reasoning tokens tracking (#27135) community: tablestore vector store check the dimension of the embedding when writing it to store. (#28812) community: add new parameter default_headers (#28700) community: release 0.3.13 (#28798) Community: Fix with_structured_output for ChatSambaNovaCloud (#28796) Fixed adding float values into DynamoDB (#26562) community: DocumentLoaderAsParser wrapper (#27749) [Community]: Image Extraction Fixed for PDFPlumberParser (#28491) Fixes: community: fix LanceDB return no metadata (#27024) Add OCI Generative AI new model and structured output support (#28754) community: adding haiku 3.5 and opus callbacks (#28783) langchain_community: Add default None values to DocumentAttributeValue class properties (#28785) community: add trust_env at web_base_loader (#28514) community: support Confluence cookies (#28760) community: Apache AGE wrapper. Ensure Node Uniqueness by ID. (#28759) cosmosdbnosql: Added Cosmos DB NoSQL Semantic Cache Integration with tests and jupyter notebook (#24424) community: Fix ChatLiteLLMRouter runtime issues (#28163) community: recommend RedisVectorStore over Redis (#28749) community: Correctly handle multi-element rich text (#25762) community: added FalkorDB vector store support i.e implementation, test, docs an… (#26245) chore(community): update to OpenLLM 0.6 (#24609) community: support Hunyuan Embedding (#23160) core: add kwargs support to VectorStore (#25934) community: correct return type of get_files_from_directory in github tool (#27885) community: Add configurable VisualFeatures to the AzureAiServicesImageAnalysisTool (#27444) Fix Azure National Cloud authentication using token (RBAC) (Generated by Ana - AI SDE) (#25843) community: Remove all other keys in ChatLiteLLM and add api_key (#28097) community: Apache AGE wrapper additional edge cases. (#28151) [community][fix] Compatibility support to bump up wikibase-rest-api-client version (#27316) community: refactor opensearch query constructor to use wildcard instead of match in the contain comparator (#26653) community[patch]: update dynamodb chat history to update instead of overwrite (#22397) community: Add FewShotSQLTool (#28232) Added bind_tools support for ChatMLX along with small fix in _stream (#28743) community: SamabaStudio Tool Calling and Structured Output (#28025) community: fix AzureSearch Oauth with azure_ad_access_token (#26995) community: O365Toolkit - send_event - fixed timezone error (#25876) Community: Azure CosmosDB No Sql Vector Store: Full Text and Hybrid Search Support (#28716) community: Passing the model_kwargs correctly while maintaing backward compatability (#28439) community: FAISS vectorstore - consistent Document id field (#28728)