adeu
★ 85
vs
semble
★ 4.5k
adeu vs semble
adeu: Adeu is an MCP server and Python SDK that provides a 'Virtual DOM' for Microsoft Word, enabling AI agents to edit documents non-destructively with native track changes. It translates DOCX files into token-efficient Markdown with CriticMarkup and a semantic appendix, and validates edits before committing them safely.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose adeu if…Legal contract review and editing by AI agents with non-destructive track changes.
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
adeu01Format Safety: Does not rewrite the document; only patches it, preserving images, layouts, numbering, tables, and complex XML.
02CriticMarkup Representation: Uses CriticMarkup to visualize changes as deletions, insertions, and comments.
03Semantic Appendix: Pre-computes defined terms, cross-references, and likely typos during extraction.
04Intelligent Mapping: Handles run coalescing and fuzzy matching for robust text location.
05Metadata Sanitization: Removes dangerous metadata and generates a transparent audit report.
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
adeu↳Legal contract review and editing by AI agents with non-destructive track changes.
↳Document collaboration with automatic track change generation without manual XML handling.
↳Compliance document sanitization: remove sensitive metadata while preserving visual redlines.
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
adeuTrendingWorkflow AutomationRAG / Knowledge Base
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between adeu and semble?
Both adeu and semble are in the Workflow Automation category. adeu has 85 stars, while semble has 4.5k stars.
Which is better, adeu or semble?
The best choice depends on your use case. Choose adeu if Legal contract review and editing by AI agents with non-destructive track changes., and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is adeu free or open source?
Yes, adeu is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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