Skip to content

Latest commit

 

History

History
114 lines (105 loc) · 7.39 KB

lib-ai-app-examples-utils-fwk.md

File metadata and controls

114 lines (105 loc) · 7.39 KB
title tags created modified
lib-ai-app-examples-utils-fwk
ai
examples
utils
2025-02-21 18:20:28 UTC
2025-02-21 18:20:42 UTC

lib-ai-app-examples-utils-fwk

guide

popular

  • https://github.com/langgenius/dify /82.5kStar/apache2/202503/python

    • https://dify.ai/
    • Dify is an open-source LLM app development platform
    • combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more
    • 依赖flask-sqlalchemy、beautifulsoup4、celery、gunicorn、langfuse、langsmith、numpy、pandas、pydantic、starlette、unstructured、python-docx、boto3
    • 前端依赖 @dagrejs/dagre、elkjs、elkjs@lexical/react、@next/mdx、zustand、swr、tanstack-query5、ahooks、echarts-for-react、immer、mermaid、react-markdown、react-window、remark-gfm、sortablejs
    • license 💰
      • Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment.
      • In the process of using Dify's frontend, you may not remove or modify the LOGO or copyright information in the Dify console or applications.

  • https://github.com/open-webui/open-webui /MIT/202405/svelte/python

    • https://openwebui.com/
    • User-friendly WebUI for LLMs (Formerly Ollama WebUI)
    • extensible, feature-rich, and user-friendly self-hosted WebUI designed to operate entirely offline.
    • It supports various LLM runners, including Ollama and OpenAI-compatible APIs

  • https://github.com/cloudflare/agents /MIT/202502/ts

agent-framework

  • https://github.com/MotiaDev/motia /MIT/202503/ts

    • https://motia.dev/
    • Motia lets developers create, test, and deploy production-ready AI agents in minutes, in a framework that will feel familar to software engineering teams.
    • Motia gives you full, code-first control of your agents and automations with the simplicity of a visual interface, letting you focus on what truly matters: your business logic
    • Motia is built for developers who want to build agentic and intelligent, event-driven systems rapidly and reliably.
    • Use any LLM, vector store, or reasoning pattern without restrictions.
    • Zero Infrastructure Headaches - No Kubernetes expertise required. Deploy agents with a single command
    • Code-First Development - Write agent logic in familiar languages, not proprietary DSLs.
    • Composable Steps with Runtime Validation - Build agents from modular, reusable components with automatic input/output validation.
    • Built-in Observability - Debug agent behavior with visual execution graphs and real-time logging.
    • Instant APIs & Webhooks - Expose agent functionality via HTTP endpoints without extra code.

  • https://github.com/mastra-ai/mastra /Elastic/202502/ts

    • https://mastra.ai/
    • Mastra is an opinionated Typescript framework that helps you build AI applications
    • It gives you the set of primitives you need: workflows, agents, RAG, integrations and evals.
    • You can run Mastra on your local machine, or deploy to a serverless cloud.
    • Mastra uses the Vercel AI SDK for model routing, providing a unified interface to interact with any LLM provider including OpenAI, Anthropic, and Google Gemini.
    • Agents are systems where the language model chooses a sequence of actions.
    • Tools are typed functions that can be executed by agents or workflows, with built-in integration access and parameter validation.
    • Workflows are durable graph-based state machines. They have loops, branching, wait for human input, embed other workflows
    • RAG lets you construct a knowledge base for agents
    • Evals are automated tests that evaluate LLM outputs using model-graded, rule-based, and statistical methods.
    • https://x.com/dingyi/status/1893329741060489438
      • 以前非常喜欢且深度使用的 Gatsby，他们团队原班人马做的新产品，The TypeScript Agent Framework

ai-sdk

  • AI SDK Cookbook
    • An open-source collection of recipes and guides for building with the AI SDK.

browser-use

computer-use

  • https://github.com/Aident-AI/open-cuak /apache2/202503/ts
    • https://aident.ai/
    • Open CUA Kit (Computer Use Agent), is THE platform for teaching, hiring and managing automation agents at scale — starting with browsers.
    • Open-CUAK is designed to run and manage thousands of automation agents, ensuring each one is reliable.
    • Run Operator-like automation workflows locally, ensuring full privacy

crawler-ai

  • https://github.com/mendableai/firecrawl /AGPLv3/202502/python/rust/ts

    • https://firecrawl.dev/
    • Turn entire websites into LLM-ready markdown or structured data.
    • Scrape, crawl and extract with a single API.
    • The hard stuff: proxies, anti-bot mechanisms, dynamic content (js-rendered), output parsing, orchestration
    • Batching (New): scrape thousands of URLs at the same time with a new async endpoint.
    • open-version: scrape, extract, map, formats, sdk
    • cloud-version: anti-bot, dashboard, actions, browserless, enterprise
    • This project is primarily licensed under AGPLv3
      • However, certain components of this project are licensed under the MIT
      • The SDKs and some UI components are licensed under the MIT License.

  • https://github.com/getmaxun/maxun /AGPL/202503/ts

    • https://www.maxun.dev/
    • Open-source no-code web data extraction platform.
    • Maxun lets you create custom robots which emulate user actions and extract data. A robot can perform any of the actions: Capture List, Capture Text or Capture Screenshot. Once a robot is created, it will keep extracting data for you without manual intervention

perf/large

agi-text

agi-image

proxy

  • https://github.com/lymanzhao/Ollama-serve /202503/python
    • 一个 Ollama转发代理，用于为原生 Ollama 服务添加 API 密钥认证功能。
    • 该项目解决了 Ollama 官方不提供 API 密钥验证的问题，使您可以更安全地部署 Ollama 服务并防止未授权访问

ai-devops

  • https://github.com/exo-explore/exo /GPL
    • exo: Run your own AI cluster at home with everyday devices
    • exo supports different models including LLaMA (MLX and tinygrad), Mistral, LlaVA, Qwen, and Deepseek.
    • 该项目支持将现有设备统一到一个功能强大的GPU中，支持 iPhone，iPad，Android，Mac，Nvidia，树莓派等等几乎所有设备。

more