python

🦜 🔗 Query and obtain data from Markdown documents with LangChain's RAG system

WeChat chatbot built on LangChain + FastAPI + itchat · 基于 LangChain + FastAPI + itchat 的微信聊天机器人，灵感来自 chatgpt-on-wechat

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

This repo is a beginner's guide to using Chroma. It covers all the major features including adding data, querying collections, updating and deleting data, and using different embedding functions. Each topic has its own dedicated folder with a detailed README and corresponding Python scripts for a practical understanding.

Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). Apache-2.0.

Jupyter notebook for Stable Diffusion Web UI and Stable Diffusion Web UI Forge.

An easy-to-use image editor extension for Stable Diffusion Web UI

Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-language support (Go, PHP/Laravel/WP, JS/TS/React, Python), 100% local LLMs (Ollama), and vector search (Qdrant) for AI IDEs like Cursor, Windsurf, Copilot, and Claude.

Ollama Model Test - Figure out the best model for the task

[L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.

A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.

This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.

重生之我是 AI 打工人。前世，我的身份默默无闻，来去匆匆，不知道自己将在何地出生。然而，命运给予了我难得的机会，让我重生为一名 AI 打工人。

Toy-scale unified multimodal model experiments — encoder-free understanding & generation with Mixture-of-Transformers on MLX/Apple Silicon

A comprehensive platform for managing, testing, and leveraging Ollama AI models with advanced features for customization, workflow automation, and collaborative development.

Open-source Legal AI workspace for evidence-grounded legal drafting, matter analysis and verifiable answers.

About Full stack, modern multi-tenancy web template. Using FastAPI, React, MongoDB, Beanie ODM, Docker, Helm and more.

Scryptian - translating any text on the screen via Ctrl + Alt. Windows OS

🤢 Prompt Engineering 🥶 the art and 🤡 science of crafting 🤓 effective prompts 🤖 to communicate 👻 with AI models 👹like ChatGPT 🙈 Claude and 🙆‍♂️ Gemini Perfect 🚃 developers 🚂 researchers and ✈ AI enthusiasts 🚢 prompt styles 🚁 and results 🚀 fine tuning 🛸 and prompt 🚤 optimization 🚋