Feature/dyim embedding pipeline #3
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PR Type
Enhancement, Documentation
Description
• Added DYIM embedding pipeline with directory vector embeddings and project tree structure mapping
• Created comprehensive documentation including branching strategy SOP and embedding pipeline work log
• Added
directory_vectors.jsonwith 8-dimensional embeddings for 165 project directories• Added
tree_level_3.jsonwith complete hierarchical project structure (165 directories, 617 files)• Documented compilation challenges with sophia_rs library and API compatibility issues
• Included build logs with memory monitoring and troubleshooting guidance
• Updated documentation index to reference new SOPs and work logs
Diagram Walkthrough
File Walkthrough
newlogs.txt
Bootstrap Command Execution Logs with Memory Monitoringcomms/gemini/outbox/newlogs.txt
• Added comprehensive build logs showing bootstrap command execution
with memory monitoring
• Includes compilation warnings for unused
imports in ragit-command-bootstrap
• Shows detailed file processing
logs with memory usage tracking over 109 iterations
• Contains verbose
debugging output for file copying and index operations
reponse.md
Vector Decoration SOP and Strategic Compilation Fix Plancomms/xai/outbox/reponse.md
• Added comprehensive SOP for vector decoration and interactive
sorting functionality
• Includes strategic plan for resolving
sophia_rs compilation issues
• Provides detailed troubleshooting steps
and dependency management guidance
• Contains analysis of memory usage
issues and worker optimization recommendations
dwim_embedding_pipeline_work_log.md
DYIM Embedding Pipeline Development Work Logdocs/quality_procedures/dwim_embedding_pipeline_work_log.md
• Added work log documenting DYIM embedding pipeline development
progress
• Details compilation errors with sophia_rs library and API
incompatibilities
• Documents attempted fixes and challenges with
dependency management
• Outlines next steps for addressing
compatibility issues
branching_strategy_sop.md
Branching Strategy Standard Operating Proceduredocs/quality_procedures/branching_strategy_sop.md
• Added SOP defining branching strategy for the ragit project
•
Includes naming conventions for feature and bugfix branches
• Provides
step-by-step procedures for handling submodule branches
• Documents
best practices for isolation and traceability
index.md
Documentation Index Updates for New SOPsdocs/index.md
• Added links to new documentation files in the index
• Included
references to Branching Strategy SOP and DWIM Embedding Pipeline Work
Log
directory_vectors.json
Add directory embedding vectors for DYIM pipelinedirectory_vectors.json
• Added a new JSON file containing directory embeddings with
8-dimensional vectors
• Contains 165 directory paths mapped to their
corresponding embedding vectors
• Vectors appear to be normalized
floating-point values representing semantic embeddings
• Includes
directories from the entire project structure including crates, docs,
vendor, tests, etc.
tree_level_3.json
Add project tree structure for embedding analysistree_level_3.json
• Added a comprehensive JSON representation of the project's directory
structure
• Contains hierarchical tree structure with file and
directory type annotations
• Includes metadata showing 165 directories
and 617 files total
• Provides complete mapping of project filesystem
for embedding pipeline processing
Description by Korbit AI
What change is being made?
Add a new Standard Operating Procedure (SOP) document
vector_decoration_sop.mdfor decorating index items with vectors and enabling interactive sorting in the CLI, along with strategic resolutions for compilation issues in theragit-dyimpipeline.Why are these changes being made?
The changes address the need for a high-level procedural guide to enhance semantic file handling within the
ragitproject, facilitating vector space embedding and user interactivity in sorting operations. The SOP also assists in troubleshooting and managing dependency issues affecting theragit-dyimpipeline, ensuring the project's robustness and functionality are maintained.