Fast State-of-the-Art Static Embeddings
-
Updated
Aug 31, 2026 - Python
#
model2vec
Here are 29 public repositories matching this topic...
Fast Multimodal Semantic Deduplication & Filtering
datasets preprocessing deduplication vicinity image-dataset-cleaning semantic-deduplication model2vec text-dataset-cleaning
-
Updated
May 24, 2026 - Python
Official Rust Implementation of Model2Vec
-
Updated
May 24, 2026 - Rust
Pre-train Static Word Embeddings
-
Updated
Jun 9, 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
-
Updated
Jun 7, 2026 - Rust
Turn speech into semantic paragraphs in real time, on a CPU (no GPU) — single-pass streaming chunker + Moonshine STT + a live mic demo. Plus a transcribe/chunk/summarize API.
python nlp streaming real-time podcast embeddings openai summarization speech-to-text transcription gradio whisper moonshine fastapi semantic-chunking model2vec
-
Updated
Jun 17, 2026 - Jupyter Notebook
CLI for semantic search on your computer. Searches text files and identifies the most relevant chunks to your query.
-
Updated
Nov 14, 2025 - Rust
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
-
Updated
Aug 27, 2026 - Go
Drag and drop your Excel or CSV file with a text column for batch calculating semantic similarity for your queries.
-
Updated
Nov 7, 2024 - JavaScript
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
-
Updated
Aug 13, 2026 - Rust
벼리 — headless hybrid (lexical + semantic) search for a Markdown vault. No app, no GPU, no cloud. Korean/cross-lingual. Apache-2.0.
-
Updated
Jun 22, 2026 - Python
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
-
Updated
May 11, 2026 - Rust
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
-
Updated
May 23, 2026 - Python
Blazingly fast word embeddings with Tokenlearn
-
Updated
Sep 5, 2025 - Rust
Model2Vec inference in pure Zig.
-
Updated
Jun 12, 2026 - Zig
A high-performance Dart wrapper for model2vec-rs using Rust FFI.
-
Updated
Aug 14, 2026 - Dart
Fact evidence-first brain with property graph + hybrid RAG. Search is deduction. ETL included.
go email mcp crm self-hosted knowledge-graph cypher brain fulltext bm25 onlyoffice deduction hnsw vector-search hybrid-search model2vec ladybugdb
-
Updated
Aug 30, 2026 - Go
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.
-
Updated
Jun 8, 2026 - HTML
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
-
Updated
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
-
Updated
May 6, 2026 - Python
Add this topic to your repo
To associate your repository with the model2vec topic, visit your repo's landing page and select "manage topics."