AutoContext originally just referred to the process of creating a document summary to include in a chunk header. With the addition of semantic sectioning (which produces section titles), this needed to be refactored so that AutoContext refers to the complete chunk header creation process.
We now have four pieces of information that can be included in the chunk header:
document_title - can be provided as input or can be generated via LLM
document_summary
section_title - generated by LLM in the semantic sectioning process
section_summary - generated by LLM (only possible if semantic sectioning is used)
AutoContext originally just referred to the process of creating a document summary to include in a chunk header. With the addition of semantic sectioning (which produces section titles), this needed to be refactored so that AutoContext refers to the complete chunk header creation process.
We now have four pieces of information that can be included in the chunk header:
document_title- can be provided as input or can be generated via LLMdocument_summarysection_title- generated by LLM in the semantic sectioning processsection_summary- generated by LLM (only possible if semantic sectioning is used)