```js npm install bge-tools ```

Fold the DSH tool surface per request + ChainGuard firewall (high-risk block + exfil-chain detection + anti-obfuscation) + BM25/bge-m3 hybrid tools_search. Shrinks schema tokens 80-90% while keeping selection accuracy. v0.2.0 adds a semantic retrieval leg

Local embedder and reranker for Eidentic — run bge-small-en-v1.5 and cross-encoder reranking via @huggingface/transformers, no API key required.

MMPL (Memory Palace) 语义向量模型 — bge-base-zh-v1.5 quantized ONNX (768d) + tokenizer。供 MMPL Rust 版离线部署使用，放到 DATA_DIR/models/ 即可避免首次启动联网下载。

MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati

Core TypeScript library for writing games.

SpecFlow Knowledge Models — 本地向量模型服务（bge-base-zh-v1.5 ONNX 量化版）+ 异步编码 API

Code RAG MCP server: semantic indexing and retrieval of a local codebase (declaration-aware chunking + bge-m3 embeddings + Qdrant hybrid search). Exposes search_code / index_codebase / index_status / index_cancel / set_root MCP tools and a CLI, plus a loc

Open-source embedding generation for the .cv format. BGE-M3 by default; pluggable.

Local hybrid memory retrieval for AI agents — BGE-Large + BM25 + Qdrant. No LLM required.

Fast, dependency-free text embeddings (BAAI/bge-small-en-v1.5) — pure C compiled to WASM

Kura CLI — dev, build, deploy, and index a Kura docs app (one surface over June).

Specflow Knowledge Models — 本地向量模型包（bge-base-zh-v1.5 ONNX 量化版）

Local knowledge base MCP Server: vector (BGE-small-zh ONNX) + FTS5 hybrid retrieval across Zmind PR / Gerrit changes / Confluence pages; v1.0.2 adds Confluence /rest/searchv3/1.0/cqlSearch fallback; v1.1.0 adds generate_report / upload_report (governance

Kura — the knowledgebase for humans and agents. Portable pure-JS vector retrieval engine (f32 brute-force + binary prefilter + rerank).

Production-ready local text embeddings using @xenova/transformers. Supports MiniLM and BGE models with zero external dependencies.

This template should help get you started developing with Vue 3 and TypeScript in Vite. The template uses Vue 3 `<script setup>` SFCs, check out the [script setup docs](https://v3.vuejs.org/api/sfc-script-setup.html#sfc-script-setup) to learn more.

BinGameEngine runtime for wasn and JavaScript

代码库语义检索插件：本地索引会话工作区（bge-small-zh-v1.5 ONNX 内嵌），向 agent 注册 code_search 工具，语义定位相关代码。

1memory 记忆 CLI — 跨设备跨软件统一 AI 记忆系统（纯记忆核心，二进制分发）