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3e27c72b80
Enhance logging capabilities across multiple modules for version 4.5.0: Introduce detailed debug statements in decision_engine.py, retriever_scoring.py, retriever.py, and logging_setup.py to improve traceability during retrieval processes. Implement dynamic log level configuration based on environment variables, allowing for more flexible debugging and monitoring of application behavior.
2d87f9d816
Enhance compatibility in chunking and edge processing for version 4.4.1: Harmonize handling of "to" and "target_id" across chunking_processor.py, graph_derive_edges.py, and ingestion_processor.py. Ensure consistent validation and processing of explicit callouts, improving integration and reliability in edge candidate handling.
d7d6155203
Refactor logging in graph_derive_edges.py for version 4.4.0: Move logger initialization to module level for improved accessibility across functions. This change enhances debugging capabilities and maintains consistency in logging practices.
f8506c0bb2
Refactor logging in graph_derive_edges.py and ingestion_chunk_payload.py: Remove redundant logging import and ensure consistent logger initialization for improved debugging capabilities. This change enhances traceability in edge processing and chunk ingestion.
c91910ee9f
Enhance logging and debugging in chunking_processor.py, graph_derive_edges.py, and ingestion_chunk_payload.py for version 4.4.0: Introduce detailed debug statements to trace chunk extraction, global scan comparisons, and payload transfers. Improve visibility into candidate pool handling and decision-making processes for callout edges, ensuring better traceability and debugging capabilities.
ee91583614
Update graph_derive_edges.py to version 4.3.1: Introduce precision prioritization for chunk scope, ensuring chunk candidates are favored over note scope. Adjust confidence values for explicit callouts and enhance key generation for consistent deduplication. Improve edge processing logic to reinforce the precedence of chunk scope in decision-making.
3a17b646e1
Update graph_derive_edges.py and ingestion_chunk_payload.py for version 4.3.0: Introduce debug logging for data transfer audits and candidate pool handling to address potential data loss. Ensure candidate_pool is explicitly retained for accurate chunk attribution, enhancing traceability and reliability in edge processing.
727de50290
Refine edge parsing and chunk attribution in chunking_parser.py and graph_derive_edges.py for version 4.2.9: Ensure current_edge_type persists across empty lines in callout blocks for accurate link processing. Implement two-phase synchronization for chunk authority, collecting explicit callout keys before the global scan to prevent duplicates. Enhance callout extraction logic to respect existing chunk callouts, improving deduplication and processing efficiency.
a780104b3c
Enhance edge processing in graph_derive_edges.py for version 4.2.9: Finalize chunk attribution with synchronization to "Semantic First" signal. Collect callout keys from candidate pool before text scan to prevent duplicates. Update callout extraction logic to ensure strict adherence to existing chunk callouts, improving deduplication and processing efficiency.
f51e1cb2c4
Fix regex pattern in parse_edges_robust to support multiple leading '>' characters for edge callouts, enhancing flexibility in edge parsing.
20fb1e92e2
Enhance chunking functionality in version 4.2.8: Update callout pattern to support additional syntax for edge and abstract callouts. Modify get_chunk_config to allow fallback to chunk_profile if chunking_profile is not present. Ensure explicit passing of chunk_profile in make_chunk_payloads for improved payload handling. Update type hints in chunking_parser for better clarity.
1d66ca0649
Update chunking_utils.py to include Optional type hint: Add Optional to the import statement for improved type annotations, enhancing code clarity and maintainability.
55b64c331a
Enhance chunking system with WP-24c v4.2.6 and v4.2.7 updates: Introduce is_meta_content flag for callouts in RawBlock, ensuring they are chunked but later removed for clean context. Update parse_blocks and propagate_section_edges to handle callout edges with explicit provenance for chunk attribution. Implement clean-context logic to remove callout syntax post-processing, maintaining chunk integrity. Adjust get_chunk_config to prioritize frontmatter overrides for chunking profiles. Update documentation to reflect these changes.
4d43cc526e
Update ingestion_processor.py to version 4.2.4: Implement hash-based change detection for content integrity verification. Restore iterative matching based on content hashes, enhancing the accuracy of change detection. Update documentation to reflect changes in the processing logic and versioning.
6131b315d7
Update graph_derive_edges.py to version 4.2.2: Implement semantic de-duplication with improved scope decision-making. Enhance edge ID calculation by prioritizing semantic grouping before scope assignment, ensuring accurate edge representation across different contexts. Update documentation to reflect changes in edge processing logic and prioritization strategy.
dfff46e45c
Update graph_derive_edges.py to version 4.2.1: Implement Clean-Context enhancements, including consolidated callout extraction and smart scope prioritization. Refactor callout handling to avoid duplicates and improve processing efficiency. Update documentation to reflect changes in edge extraction logic and prioritization strategy.
003a270548
Implement WP-24c v4.2.0: Introduce configurable header names and levels for LLM validation and Note-Scope zones in the chunking system. Update chunking models, parser, and processor to support exclusion of edge zones during chunking. Enhance documentation and configuration files to reflect new environment variables for improved flexibility in Markdown processing.
39fd15b565
Update graph_db_adapter.py, graph_derive_edges.py, graph_subgraph.py, graph_utils.py, ingestion_processor.py, and retriever.py to version 4.1.0: Introduce Scope-Awareness and Section-Filtering features, enhancing edge retrieval and processing. Implement Note-Scope Zones extraction from Markdown, improve edge ID generation with target_section, and prioritize Note-Scope Links during de-duplication. Update documentation for clarity and consistency across modules.
be2bed9927
Update qdrant_points.py, ingestion_processor.py, and import_markdown.py to version 4.1.0: Enhance edge ID generation by incorporating target_section for improved multigraph support and symmetry integrity. Update documentation and logging for clarity, ensuring consistent ID generation across phases and compatibility with the ingestion workflow.
2da98e8e37
Update graph_derive_edges.py and graph_utils.py to version 4.1.0: Enhance edge ID generation by incorporating target_section into the ID calculation, allowing for distinct edges across different sections. Update documentation to reflect changes in ID structure and improve clarity on edge handling during de-duplication.