feat: Enhance File Parsing Pipeline with Chunk-Level Source Tracking & Unified Multi-Modal Parsing#645
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fridayL merged 14 commits intoMemTensor:devfrom Dec 8, 2025
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…& Unified Multi-Modal Parsing (MemTensor#645) * fix: doc fine mode bug * fix: doc fine mode bug * feat: init longbench_v2 * feat: more strict embedder trucation * feat: parallel processing fine mode in multi-modal-fine * feat: update parsers; add chunk info into source; remove origin_part * feat: modify chunk_content in file-fine-parser
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Description
Summary:
This PR focuses on strengthening the multi-modal file-parsing pipeline by establishing a clear, traceable mapping from file → chunk → memory item, while improving consistency and robustness across both fine and fast modes.
Key improvements include:
This update significantly enhances the structure, traceability, and reliability of the file-ingestion pipeline, while unifying multi-modal behavior and preparing the system for upcoming evaluation and doc-QA features.
Fix: #590
Docs Issue/PR: (docs-issue-or-pr-link)
Reviewer: @(reviewer)
Checklist: