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INTPYTHON-619
[LangGraph] MongoDBSaver not resuming correctlyINTPYTHON-605
Langchain - MongoDBAtlasVectorSearch docstring contains unused arg
[LangGraph] Add Optional Sharding Support
Create an AI/ML helper library
[LangChain] Clean up Readme
[LangChain] SyntaxError: invalid escape sequence
[Langchain] Add MongoDBDocStore to ReadmeINTPYTHON-558
[Langchain] Make test fixtures session scoped
[LangChain] MongoDBAtlasVectorStore does not use method _select_relevance_score_fn
Provide a Python library that can enable and simplify the development experience of working with multimodal data and embedding models
[LangChain] Support weights separately to 2 retrievers in hybrid retriever
Revisit pipelines.text_search_stage as it is not flexible
failing test: docarray
[LangChain] Test with open api and mongodb credentials in GitHub
GraphRAG: Wrap validate option as it needs atlasAdmin privileges
Test failure: validation requires atlasAdmin privileges
[LangChain] Handle Cleanup of Clients
[LangGraph] Fix Pregel Tests
Create Graph Visualizations for GraphRAG
Investigate Community support of LightRAG
Publish a VectorSearch package with minimum dependencies
[Langgraph] Update pregel tests
[Langchain] Add API documentationINTPYTHON-481
MongoDB integration for mem0
Complete langchain_mongodb README
Add zizmor check to langchain-mongodb
[Langchain] Document local testing setup
[LangChain] Support Numpy 2.0
Test Haystack with Remote Atlas
[Langchain] Improve use of pre-commit
[Langchain] Refactor handling of client into a pytest fixture
[Build Failure] tests/integration_tests/test_indexes.py
[Langchain] Add changelog
[Langchain] Improve release process
[Langchain] Rename lib/mongodb -> lib/langchain-mongodb
[Build Failure] langchain_mongodb test_fulltext_retriever
[LangGraph] Incorporate their standard test package once its available.
[GenAI Showcase] Add notebook testing
[GenAI Showcase] Add notebook linting and formatting
Use evergreen project generation in ai-ml-testing
Fix testing for Python LLama Index on Remote Atlas
LangChain: Monorepo: Add CONTRIBUTING.md and README
Langchain: Add standard test-suite
langgraph-checkpoint-mongodb: Implement BaseStore class for persistent key-value stores.
LangChain: MongoDBAtlasVectorSearch: Combine add_texts & add_documents
LangChain: MongoDBAtlasVectorSearch: Implement async versions of add_texts & add_documents
Fix testing for Python Semantic Kernel on Remote Atlas
Langchain-mongdb Issue #12:
Add langgraph to ai-ml-testing pipeline
AIML PipelinesL Fix langchain_mongodb after checkpointing
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title=\"django\">django</option>\n <option value=\"id:Docs\" title=\"Docs\">Docs</option>\n <option value=\"id:fastapi\" title=\"fastapi\">fastapi</option>\n <option value=\"id:flask-pymongo\" title=\"flask-pymongo\">flask-pymongo</option>\n <option value=\"id:genai-showcase\" title=\"genai-showcase\">genai-showcase</option>\n <option value=\"id:haystack\" title=\"haystack\">haystack</option>\n <option value=\"id:LangChain\" title=\"LangChain\">LangChain</option>\n <option value=\"id:LangGraph\" title=\"LangGraph\">LangGraph</option>\n <option value=\"id:llama-index\" title=\"llama-index\">llama-index</option>\n <option value=\"id:mongoengine\" title=\"mongoengine\">mongoengine</option>\n <option value=\"id:pymongo-voyageai\" title=\"pymongo-voyageai\">pymongo-voyageai</option>\n <option value=\"id:pymongoarrow\" title=\"pymongoarrow\">pymongoarrow</option>\n <option value=\"id:Schemas\" title=\"Schemas\">Schemas</option>\n <option value=\"id:Tests\" title=\"Tests\">Tests</option>\n <option value=\"id:Voyage\" title=\"Voyage\">Voyage</option>\n </optgroup>\n </select>\n </div>\n \n","jql":"component = \"AI/ML\"","validSearcher":true,"isShown":true},"project":{"name":"Project","viewHtml":" <div class=\"searcherValue\">\n \n <label class=\"fieldLabel\" for=\"fieldpid\">Project:</label><span id=\"fieldpid\" class=\"fieldValue\">\n \n <a data-pid=\"20980\" data-issue-type-ids=\"\" href=\"/browse/INTPYTHON\" title=\"Browse Python Integrations project\">Python Integrations</a> </span></div>\n","editHtml":" \n <div class=\"field-group aui-field-project\" >\n <label for=\"searcher-pid\">Project</label> <select class=\"js-project-checkboxmultiselect\"\n data-placeholder-text=\"Find Projects...\"\n id=\"searcher-pid\"\n multiple=\"multiple\"\n name=\"pid\">\n <optgroup label=\"Recent Projects\">\n <option data-icon=\"/secure/projectavatar?pid=12385&size=small\"\n title=\"MongoDB Database Tools\"\n value=\"12385\">\n MongoDB Database Tools (TOOLS)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=12782&size=small\"\n title=\"WiredTiger\"\n value=\"12782\">\n WiredTiger (WT)\n </option>\n </optgroup>\n <optgroup label=\"All Projects\" >\n <option data-icon=\"/secure/projectavatar?pid=20980&size=small\"\n selected=\"selected\" title=\"Python Integrations\"\n value=\"20980\">\n Python Integrations (INTPYTHON)\n </option>\n \n <option data-icon=\"/secure/projectavatar?pid=18280&size=small\"\n title=\"Atlas SQL\"\n value=\"18280\">\n Atlas SQL (SQL)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10030&size=small\"\n title=\"C Driver\"\n value=\"10030\">\n C Driver (CDRIVER)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10041&size=small\"\n title=\"C# Driver\"\n value=\"10041\">\n C# Driver (CSHARP)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=11980&size=small\"\n title=\"C++ Driver\"\n value=\"11980\">\n C++ Driver (CXX)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=13182&size=small\"\n title=\"Compass \"\n value=\"13182\">\n Compass (COMPASS)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10000&size=small\"\n title=\"Core Server\"\n value=\"10000\">\n Core Server (SERVER)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10980&size=small\"\n title=\"Drivers\"\n value=\"10980\">\n Drivers (DRIVERS)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=22583&size=small\"\n title=\"Entity Framework\"\n value=\"22583\">\n Entity Framework (EF)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=14289&size=small\"\n title=\"Go Driver\"\n value=\"14289\">\n Go Driver (GODRIVER)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=23680&size=small\"\n title=\"Hibernate ODM\"\n value=\"23680\">\n Hibernate ODM (HIBERNATE)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10006&size=small\"\n title=\"Java Driver\"\n value=\"10006\">\n Java Driver (JAVA)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=23880&size=small\"\n title=\"Java Integrations & Frameworks\"\n value=\"23880\">\n Java Integrations & Frameworks (JAVAF)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=16285&size=small\"\n title=\"Kafka Connector\"\n value=\"16285\">\n Kafka Connector (KAFKA)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=21881&size=small\"\n title=\"Kotlin BSON\"\n value=\"21881\">\n Kotlin BSON (KBSON)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=17481&size=small\"\n title=\"Libmongocrypt\"\n value=\"17481\">\n Libmongocrypt (MONGOCRYPT)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=23381&size=small\"\n title=\"MongoDB for IntelliJ Plugin\"\n value=\"23381\">\n MongoDB for IntelliJ Plugin (INTELLIJ)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=17381&size=small\"\n title=\"MongoDB Shell\"\n value=\"17381\">\n MongoDB Shell (MONGOSH)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=12981&size=small\"\n title=\"Mongoid\"\n value=\"12981\">\n Mongoid (MONGOID)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=11182&size=small\"\n title=\"Motor\"\n value=\"11182\">\n Motor (MOTOR)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10880&size=small\"\n title=\"Node.js Driver\"\n value=\"10880\">\n Node.js Driver (NODE)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=22684&size=small\"\n title=\"ODATA\"\n value=\"22684\">\n ODATA (ODATA)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=12484&size=small\"\n title=\"PHP Driver: Extension\"\n value=\"12484\">\n PHP Driver: Extension (PHPC)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=12483&size=small\"\n title=\"PHP Driver: Library\"\n value=\"12483\">\n PHP Driver: Library (PHPLIB)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=22488&size=small\"\n title=\"PHP ORMs\"\n value=\"22488\">\n PHP ORMs (PHPORM)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10004&size=small\"\n title=\"Python Driver\"\n value=\"10004\">\n Python Driver (PYTHON)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=10005&size=small\"\n title=\"Ruby Driver\"\n value=\"10005\">\n Ruby Driver (RUBY)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=15880&size=small\"\n title=\"Rust Driver\"\n value=\"15880\">\n Rust Driver (RUST)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=13181&size=small\"\n title=\"Spark Connector\"\n value=\"13181\">\n Spark Connector (SPARK)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=20680&size=small\"\n title=\"Visual Studio\"\n value=\"20680\">\n Visual Studio (VS)\n </option>\n <option data-icon=\"/secure/projectavatar?pid=18080&size=small\"\n title=\"VS Code Extension\"\n value=\"18080\">\n VS Code Extension (VSCODE)\n </option>\n </optgroup>\n </select>\n </div>\n \n\n","jql":"project = \"20980\"","validSearcher":true,"isShown":true},"assignee":{"name":"Assignee","editHtml":"\n \n <div class=\"field-group aui-field-userlist\" >\n <label for=\"searcher-assigneeSelect\">Assignee</label> <fieldset rel=\"assignee\" class=\"hidden user-group-searcher-params\">\n </fieldset>\n <select class=\"js-usergroup-checkboxmultiselect\" multiple=\"multiple\" id=\"assignee\" name=\"assignee\" data-placeholder-text=\"Enter username or group\">\n <optgroup>\n <option class=\"headerOption\" data-icon=\"https://jira.mongodb.org/secure/useravatar?size=xsmall&avatarId=10123\" value=\"empty\" title=\"Unassigned\">Unassigned</option>\n </optgroup>\n <optgroup>\n </optgroup>\n </select>\n <input type=\"hidden\" name=\"check_prev_assignee\" value=\"true\">\n </div>\n \n","validSearcher":true,"isShown":true},"status":{"name":"Status","editHtml":"\n <div class=\"field-group aui-field-constants\" >\n <label for=\"searcher-status\">Status</label> <select class=\"select js-default-checkboxmultiselectstatuslozenge\"\n data-placeholder-text=\"Find Statuses...\"\n id=\"searcher-status\"\n multiple=\"multiple\"\n name=\"status\"\n data-max-inline-results-displayed=\"100\"\n data-footer-text=\"-73 more options. Continue typing to refine further.\" data-status-lozenge=\"true\">\n <optgroup >\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/information.png\" value=\"10049\" title=\"Needs Triage\" data-simple-status=\"{"id":"10049","name":"Needs Triage","description":"","iconUrl":"/images/icons/statuses/information.png","statusCategory":{"id":2,"key":"new","colorName":"default"}}\">Needs Triage</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/subtask.gif\" value=\"10038\" title=\"Backlog\" data-simple-status=\"{"id":"10038","name":"Backlog","description":"","iconUrl":"/images/icons/subtask.gif","statusCategory":{"id":2,"key":"new","colorName":"default"}}\">Backlog</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/information.png\" value=\"10033\" title=\"Blocked\" data-simple-status=\"{"id":"10033","name":"Blocked","description":"Status for tickets that need to be escalated and unblocked on our team.","iconUrl":"/images/icons/statuses/information.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Blocked</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/visible.png\" value=\"10018\" title=\"In Code Review\" data-simple-status=\"{"id":"10018","name":"In Code Review","description":"","iconUrl":"/images/icons/statuses/visible.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">In Code Review</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/needinfo.png\" value=\"10044\" title=\"Needs Backport\" data-simple-status=\"{"id":"10044","name":"Needs Backport","description":"","iconUrl":"/images/icons/statuses/needinfo.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Needs Backport</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"11150\" title=\"Released\" data-simple-status=\"{"id":"11150","name":"Released","description":"This issue is part of a published release and should not be reopened.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Released</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"11156\" title=\"Waiting for Reporter\" data-simple-status=\"{"id":"11156","name":"Waiting for Reporter","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Waiting for Reporter</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"10045\" title=\"Ready for Work\" data-simple-status=\"{"id":"10045","name":"Ready for Work","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":2,"key":"new","colorName":"default"}}\">Ready for Work</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"17551\" title=\"Documentation\" data-simple-status=\"{"id":"17551","name":"Documentation","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Documentation</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/inprogress.png\" value=\"3\" title=\"In Progress\" data-simple-status=\"{"id":"3","name":"In Progress","description":"This issue is being actively worked on at the moment by the assignee.","iconUrl":"/images/icons/statuses/inprogress.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">In Progress</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/closed.png\" value=\"6\" title=\"Closed\" data-simple-status=\"{"id":"6","name":"Closed","description":"The issue is considered finished, the resolution is correct. Issues which are closed can be reopened.","iconUrl":"/images/icons/statuses/closed.png","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Closed</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"11262\" title=\"Investigating\" data-simple-status=\"{"id":"11262","name":"Investigating","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Investigating</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/status_generic.gif\" value=\"11350\" title=\"Rejected\" data-simple-status=\"{"id":"11350","name":"Rejected","description":"","iconUrl":"/images/icons/status_generic.gif","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Rejected</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/status_generic.gif\" value=\"12852\" title=\"Canceled\" data-simple-status=\"{"id":"12852","name":"Canceled","description":"This was auto-generated by Jira Service Desk during workflow import","iconUrl":"/images/icons/status_generic.gif","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Canceled</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"13350\" title=\"Live\" data-simple-status=\"{"id":"13350","name":"Live","description":"The Cloud Services - Atlas Growth epic is live on production. Epic is still considered in progress awaiting for the analysis phase.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Live</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"13760\" title=\"In Analysis\" data-simple-status=\"{"id":"13760","name":"In Analysis","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">In Analysis</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"15750\" title=\"Needs Decision\" data-simple-status=\"{"id":"15750","name":"Needs Decision","description":"Atlas Growth experiment where analysis is complete, but pending a decision on experiment outcome.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Needs Decision</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"15150\" title=\"Wrap-up\" data-simple-status=\"{"id":"15150","name":"Wrap-up","description":"For any required engineering work after an A/B experiment has been completed.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Wrap-up</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18251\" title=\"Execution Blocked\" data-simple-status=\"{"id":"18251","name":"Execution Blocked","description":"Dependency exists that blocks execution. The dependency may be engineering effort related, or it may be due to alternative factors (e.g. an external vendor, or internal procurement). This does not require linkage to another separate ticket.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":2,"key":"new","colorName":"default"}}\">Execution Blocked</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18252\" title=\"Defining\" data-simple-status=\"{"id":"18252","name":"Defining","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Defining</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18253\" title=\"Development Complete\" data-simple-status=\"{"id":"18253","name":"Development Complete","description":"Execution is complete. Remains in this status if Fix Version is empty.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Development Complete</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18351\" title=\"Exception in Review\" data-simple-status=\"{"id":"18351","name":"Exception in Review","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Exception in Review</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18352\" title=\"Remediation in Review\" data-simple-status=\"{"id":"18352","name":"Remediation in Review","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Remediation in Review</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18552\" title=\"Launch\" data-simple-status=\"{"id":"18552","name":"Launch","description":"(Experiment-only) Status to represent that a variant is ready to expose to all users, excluding Holdouts.","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Launch</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18554\" title=\"Temporary Exception\" data-simple-status=\"{"id":"18554","name":"Temporary Exception","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":2,"key":"new","colorName":"default"}}\">Temporary Exception</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18650\" title=\"Remediation Complete\" data-simple-status=\"{"id":"18650","name":"Remediation Complete","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":3,"key":"done","colorName":"success"}}\">Remediation Complete</option>\n <option class=\"imagebacked\" data-icon=\"/images/icons/statuses/generic.png\" value=\"18651\" title=\"Remediation Pending Release\" data-simple-status=\"{"id":"18651","name":"Remediation Pending Release","description":"","iconUrl":"/images/icons/statuses/generic.png","statusCategory":{"id":4,"key":"indeterminate","colorName":"inprogress"}}\">Remediation Pending Release</option>\n </optgroup>\n</select>\n </div>\n \n","validSearcher":true,"isShown":true}}}
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0.3
0