Agent Frameworks
LangChain, LlamaIndex, and Pydantic
- highRootModel unions fail to deserialize Document/HumanMessage due to constructor TypeError
- highHTMLSectionSplitter leaks #TITLE# metadata and raises KeyError in split_documents
- highmerge_message_runs is O(n^2) in run length for list/content-block messages
- highResponses API streaming with nested Pydantic schema produces invalid strict JSON schema due to missing $defs hardening
- highcount_tokens_approximately over-counts audio/video/file blocks by char-counting base64 payload
