natural-language

Style and Grammar Checker for 25+ Languages

Low-code framework for building custom LLMs, neural networks, and other AI models

TypeChat is a library that makes it easy to build natural language interfaces using types.

Natural Language Processing Best Practices & Examples

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

A large annotated semantic parsing corpus for developing natural language interfaces.

小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

[MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) .

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Just say what you want. In your terminal.

Search Git commits in natural language

The FunctionChain is a tool that simplifies and organizes the process of invoking OpenAI functions in your Node.js applications. With this toolkit, you can easily scaffold out and isolate all the OpenAI function calls you need, making your code more modular, maintainable, and scalable.

⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).

智能终端命令助手 — 用自然语言生成 Shell 命令，支持 OpenAI/Claude/Gemini/Ollama 等多后端

Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL.

A prototype user experience concept for building interactive worlds and telling stories at the same time by sketching and speaking; Ph.D. Thesis Project and ACM UIST Publication: "DrawTalking: Building Interactive Worlds by Sketching and Speaking"; Paper: https://dl.acm.org/doi/10.1145/3654777.3676334