Fast State-of-the-Art Static Embeddings
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May 6, 2026 - Python
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model2vec
Here are 17 public repositories matching this topic...
Fast Multimodal Semantic Deduplication & Filtering
datasets preprocessing deduplication vicinity image-dataset-cleaning semantic-deduplication model2vec text-dataset-cleaning
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May 4, 2026 - Python
Official Rust Implementation of Model2Vec
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May 23, 2026 - Rust
Pre-train Static Word Embeddings
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May 4, 2026 - Python
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
rust proxy mcp vscode self-hosted knowledge-graph web-scraping stealth semantic-search automated-testing ai-agents dev-tools searchengine playwright searxng llm-tools anti-bot-bypass model2vec model-context-protocol
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Apr 10, 2026 - Rust
CLI for semantic search on your computer. Searches text files and identifies the most relevant chunks to your query.
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Nov 14, 2025 - Rust
Drag and drop your Excel or CSV file with a text column for batch calculating semantic similarity for your queries.
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Nov 7, 2024 - JavaScript
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
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May 23, 2026 - Go
Fast, local semantic search over web content for AI agents. Hybrid BM25 + potion-retrieval-32M embeddings, cross-page dedup, token-budget mode, MCP server, SearXNG bridge. ~90% fewer tokens than raw web_fetch.
python cli mcp embeddings semantic-search bm25 ai-agents claude rag searxng llm-tools retrieval-augmented-generation model2vec model-context-protocol web-research openclaw
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May 23, 2026 - Python
Blazingly fast word embeddings with Tokenlearn
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Sep 5, 2025 - Rust
Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols
rust cli tree-sitter mcp grpc embeddings code-search semantic-search bm25 ai-agents rag hybrid-search model2vec model-context-protocol
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May 11, 2026 - Rust
Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude Code sessions.
rust retrieval mcp embeddings semantic-search bm25 rag vector-search local-first vector-database hybrid-search lancedb model2vec mcp-server claude-code
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May 14, 2026 - Rust
An effort to build a holistic matching engine that supports regex, cucumber expressions, semantic phrases, and combinations of that. Could be useful for Guardrails, Caching systems etc. Can eventually be a symbolic AI engine
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Jul 22, 2025 - Python
One install, three MCPs: graph chat memory + semantic code search + backend. Benchmarked with claude-haiku-4-5: -19% tokens & 23× faster on memory-recall questions.
python memory mcp pagerank knowledge-graph agents openie rag apache-2 pgvector graphrag model2vec hipporag claude-code semble insforge chat-memory
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May 6, 2026 - Python
Describe a concept and instantly find the perfect word. A free reverse dictionary powered by AI that runs entirely in your browser — no sign-up, no tracking.
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Apr 25, 2026 - HTML
Narnium's/H2CO3's Rust Implementation of Model2Vec
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Jun 29, 2025 - Rust
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