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Pull requests: google/adk-python
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      feat(memory): Added OpenMemoryService for self-hosted memory integration
        
              
                services
  [Component] This issue is related to runtime services, e.g. sessions, memory, artifacts, etc 
        
      
    
      
  
        
          #3387
            opened Nov 4, 2025  by
            rakshith-git
            
        
        
            
    
  
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    9 tasks done
  
      chore: Fix spelling
        
              
                documentation
  [Component] This issue is related to documentation, it will be transferred to adk-docs 
        
      
    
      
  
        
          #3382
            opened Nov 4, 2025  by
            jsoref
            
        
        
            
    
  
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    2 of 9 tasks
  
      fix: agent evaluations detailed output rows wrapping issue
        
              
                eval
  [Component] This issue is related to evaluation 
        
      
    
      
  
        
          #3381
            opened Nov 4, 2025  by
            nimanthadilz
            
        
        
            
    
  
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    7 of 9 tasks
  
      fix(mcp): mcp client session recreates every time per tool calling
        
              
                mcp
  [Component] Issues about MCP support 
        
      
    
      
  
        
          #3376
            opened Nov 3, 2025  by
            BoyuanZhangDE
            
        
        
            
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    9 tasks
  
      fix(mcp): Transform tool arguments to match schema
        
              
                mcp
  [Component] Issues about MCP support 
        
      
    
      
  
        
          #3375
            opened Nov 3, 2025  by
            leonardogrig
            
        
        
            
    
  
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    9 tasks done
  
      fix: support json and txt file type with LiteLLM
        
              
                models
  [Component] Issues related to model support 
        
      
    
      
  
        
          #3357
            opened Nov 2, 2025  by
            kevinkassimo
            
        
        
            
    
  
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    9 tasks done
  
      feat: Reflect Pydantic Field metadata (description and required) in function declarations
        
              
                tools
  [Component] This issue is related to tools 
        
      
    
      
  
        
          #3353
            opened Nov 1, 2025  by
            t-miyak
            
        
        
            
    
  
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      Fixes DeprecationWarning when using .send method
        
              
                live
  [Component] This issue is related to live, voice and video chat 
        
      
    
      
  
        
          #3352
            opened Nov 1, 2025  by
            SanjaySiddharth
            
        
        
            
    
  
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    6 of 9 tasks
  
      feat(toolset): add generate_preprocessing_events method to BaseToolset
        
              
                mcp
  [Component] Issues about MCP support 
        
      
    
      
  
        
          #3342
            opened Oct 30, 2025  by
            loveyana
            
        
        
            
    
  
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    9 tasks done
  
      fix: plumb thinking blocks between litellm and gen ai sdk parts
        
              
                models
  [Component] Issues related to model support 
        
      
    
    
      
  
      Fix/transcript finish
        
              
                live
  [Component] This issue is related to live, voice and video chat 
        
      
    
      
  
        
          #3324
            opened Oct 28, 2025  by
            ChrisQlasty
            
        
        
            
    
  
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    9 tasks done
  
      fix(LiteLlm): add fallback user message to prevent empty content error with include_contents='none'
        
              
                models
  [Component] Issues related to model support 
        
      
    
      
  
        
          #3312
            opened Oct 28, 2025  by
            ishanrajsingh
            
        
        
            
    
  
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      Add news_podcast_agent example demonstrating multi-agent orchestration
      
    
      
  
        
          #3302
            opened Oct 27, 2025  by
            SAMK-online
            
        
        
            
    
  
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    4 of 9 tasks
  
      fix: cache canonical tools to avoid multiple calls when streaming
        
              
                core
  [Component] This issue is related to the core interface and implementation 
        
      
    
      
  
        
          #3299
            opened Oct 27, 2025  by
            hcadioli
            
        
        
            
    
  
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    9 tasks
  
      Agent card skills usage
        
              
                core
  [Component] This issue is related to the core interface and implementation 
        
      
    
      
  
        
          #3297
            opened Oct 27, 2025  by
            luis5tb
            
        
        
            
    
  
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    9 tasks done
  
      FIX: Update cli_deploy.py to solve cloud run deploy error in Windows
        
              
                tools
  [Component] This issue is related to tools 
        
      
    
      
  
        
          #3293
            opened Oct 27, 2025  by
            jlightfoot
            
        
        
            
    
  
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    3 of 9 tasks
  
      fix(anthropic): allow images in user messages while filtering model turns
        
              
                models
  [Component] Issues related to model support 
        
      
    
      
  
        
          #3286
            opened Oct 26, 2025  by
            Happy-ryan
            
        
        
            
    
  
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    9 tasks done
  
      feat(tools): Add debug logging to VertexAiSearchTool
        
              
                tools
  [Component] This issue is related to tools 
        
      
    
      
  
        
          #3284
            opened Oct 26, 2025  by
            omkute10
            
        
        
            
    
  
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    9 tasks done
  
      Fix : N sized sliding window
        
              
                services
  [Component] This issue is related to runtime services, e.g. sessions, memory, artifacts, etc 
        
      
    
      
  
        
          #3271
            opened Oct 24, 2025  by
            UlookEE
            
        
        
            
    
  
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    9 tasks done
  
      Fix: Correct message part ordering in A2A history
        
              
                core
  [Component] This issue is related to the core interface and implementation 
        
      
    
    
      
  
      added isolated code executor
        
              
                tools
  [Component] This issue is related to tools 
        
      
    
      
  
        
          #3225
            opened Oct 20, 2025  by
            AlexFierro9
            
        
        
            
    
  
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      feat(samples): Add backend blocking poll pattern for HITL workflows
        
              
                core
  [Component] This issue is related to the core interface and implementation 
        
      
    
      
  
        
          #3224
            opened Oct 19, 2025  by
            jpantsjoha
            
        
        
            
    
  
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    8 tasks done
  
      Public Invocation Context for Global Instructions Plugin
        
              
                core
  [Component] This issue is related to the core interface and implementation 
              
                request clarification
  [Status] The maintainer need clarification or more information from the author 
        
      
    
      
  
        
          #3216
            opened Oct 18, 2025  by
            juanfcastropiccolo
            
        
        
            
    
  
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      Dependencies update
        
              
                tools
  [Component] This issue is related to tools 
        
      
    
      
  
        
          #3192
            opened Oct 16, 2025  by
            venkateshpabbati
            
        
        
            
    
  
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      fix: Support list[BaseModel] annotation about FunctionTool args
        
              
                ready to pull
  [Status] This PR is ready to be importing back to Google 
        
      
    
      
  
        
          #3186
            opened Oct 15, 2025  by
            t-miyak
            
        
        
            
    
  
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