The memory layer for Personalized AI

Rasa UI is a frontend for the Rasa Framework

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

A highly extensible Markdown editor. Version control, AI Copilot, mind map, documents encryption, code snippet running, integrated terminal, chart embedding, HTML applets, Reveal.js, plug-in, and m…

雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

Dropbase helps developers build and prototype web apps faster with AI. Dropbase is local-first and self hosted.

To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.

Visually explore, understand, and present your data.

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Official implementation for the paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, Du…

Data processing with ML and LLM

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Camelot: PDF Table Extraction for Humans

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

WARC + AI - Experimental Retrieval Augmented Generation Pipeline for Web Archive Collections.

Redis for rust is a high-performance in memory database

Rust multiprovider generative AI client (Ollama, OpenAi, Anthropic, Groq, Gemini, Cohere, ...)

Your Automatic Prompt Engineering Assistant for GenAI Applications

Structured Text Generation

ChatPilot: 实现AgentChat对话，支持Google搜索、文件网址对话（RAG）、代码解释器功能，复现了Kimi Chat(文件，拖进来；网址，发出来)。

CodeGeeX4-ALL-9B, a versatile model for all AI software development scenarios, including code completion, code interpreter, web search, function calling, repository-level Q&A and much more.

Markdown for the component era

⛷ A versatile WeChat typesetting editor，also a cross-platform Markdown note-taking software ⛷ 微信排版编辑器，也是一款跨平台 Markdown 笔记软件

Apache Paimon is a lake format that enables building a Realtime Lakehouse Architecture with Flink and Spark for both streaming and batch operations.

Best practices for building a SaaS startup. I use it and recommend it.