Document Modelling Refactor V3 (#6586)

CHANGELOG.md

benchmarks/struct_indices/spider/generate_sql.py

docs/examples/agent/openai_agent.ipynb

docs/examples/agent/openai_agent_query_cookbook.ipynb

docs/examples/agent/openai_agent_retrieval.ipynb

docs/examples/citation/pdf_page_reference.ipynb

...sable_indices/city_analysis/City_Analysis-Decompose.ipynb

...e_indices/city_analysis/City_Analysis-Unified-Query.ipynb

...examples/data_connectors/GithubRepositoryReaderDemo.ipynb

docs/examples/data_connectors/MilvusReaderDemo.ipynb

...index/document_management/Discord_Thread_Management.ipynb

...phIndex_vs_VectorStoreIndex_vs_CustomIndex_combined.ipynb

...s/index_structs/struct_indices/SQLIndexDemo-Context.ipynb

...ndex_structs/struct_indices/SQLIndexDemo-ManyTables.ipynb

.../examples/index_structs/struct_indices/SQLIndexDemo.ipynb

docs/examples/node_postprocessor/LLMReranker-Lyft-10k.ipynb

docs/examples/node_postprocessor/PII.ipynb

...amples/node_postprocessor/PrevNextPostprocessorDemo.ipynb

...es/node_postprocessor/TimeWeightedPostprocessorDemo.ipynb

docs/examples/query_engine/CustomRetrievers.ipynb