Aristo

[Feature] Add a file based session persistent client

5

Current ClaudeSDKClient is base on subprocess and once subprocess is dead or quit unexpectedly. We will lose the session info. SessionPersistentClient leverages ClaudeSDKClient and auto save and persist session data...

[Bug] JSONL loader not load small file.

1

https://github.com/FalkorDB/GraphRAG-SDK/blob/main/graphrag_sdk/document_loaders/jsonl.py#L18 This could be 0 if the #lines is small.

[Enhancement]Fix OAI V2 client tool call extract logic from message_retrieval

2

## Why are these changes needed? ## Related issue number ## Checks - [ ] I've included any doc changes needed for https://docs.ag2.ai/. See https://docs.ag2.ai/latest/docs/contributor-guide/documentation/ to build and test documentation...

[MISC] Update the active maintainer section and move in-active maintainers t…

4

…o the past maintainers ## Why are these changes needed? Update the maintainers list. ## Related issue number ## Checks - [ ] I've included any doc changes needed for...

[Feature] New Gemini Client V2

1

## Why are these changes needed? ## Related issue number ## Checks - [ ] I've included any doc changes needed for https://docs.ag2.ai/. See https://docs.ag2.ai/latest/docs/contributor-guide/documentation/ to build and test documentation...

Replace duplicate logic with normalize_content and normalize_message_to_dict

2

## Why are these changes needed? The content normalization pattern is repeated ~15+ times across the codebase. Extract this into a helper function to improve maintainability. Locations: chat.py:136-138, conversable_agent.py:1082-1087, conversable_agent.py:3984-3987,...

### Describe the issue We should have a section for custom model under LLM providers. Move the follwoing content to it. https://docs.ag2.ai/latest/docs/use-cases/notebooks/notebooks/agentchat_custom_model/?h=custom+model#set-the-config-for-the-custom-model ### Steps to reproduce _No response_ ### Screenshots...

[Issue]: Revisit AG2 ChatCompletionMessage, ChatCompletionMessageFunctionToolCall etc to see why we can't use OAI native ones

2

### Describe the issue AG2 internal ChatCompletionMessage adds some limitation when OAI model evolve. I understand we may need some internal objects to make AG2 compatible to other models, i.e....

[Issue]: Revisit LLMConfig and LLMConfigEntry Design

11

### Describe the issue Which parameters should reside in LLMConfig and LLMConfigEntry? Why use pydantic extra forbidden in LLMConfig and LLMConfigEntry? ### Steps to reproduce _No response_ ### Screenshots and...

[Issue]: OpenAI compatible models usage documentation

2

### Describe the issue _No response_ ### Steps to reproduce _No response_ ### Screenshots and logs _No response_ ### Additional Information _No response_