Awesome Manus-Like Projects

A curated list of open-source projects related to Manus technology stack, covering multimodal models, workflow orchestration, multi-agent systems, and tool integration.

Technical Stack

Manus’ likely technical stack includes:

• Web automation: Playwright/Selenium
• AI orchestration: LangChain/AutoGen
• Backend: Python/FastAPI
• Frontend: React/Next.js
• Deployment: Docker/Kubernetes
• Vector DB: Pinecone/Weaviate
• LLMs: Claude/Qwen/VL-models

Contents

• Awesome Manus-Like Projects
  • Technical Stack
  • Contents
  • Opensource Copy
    • OpenManus
    • OWL
    • LangManus
  • Multimodal Models
  • Workflow Orchestration
  • Multi-Agent Systems
  • Tool Integration
  • Model Serving Frameworks
  • Agent Development Kits
  • Model Evaluation & Benchmarking
  • Model Training & Fine-tuning
  • Specialized Agent Applications
  • MISC
  • Contributing
  • License

Opensource Copy

OpenManus

Repository: OpenManus

OpenManus is an open-source implementation inspired by Manus, focusing on multimodal AI agents that can understand and interact with various types of content including text, images, and web interfaces.

Key Features:

• Multimodal understanding capabilities
• Web automation integration
• Agent orchestration framework
• Tool integration system

OWL

Repository: OWL

OWL (Omni Web Language) is a framework for building web-based AI agents that can navigate and interact with web interfaces using natural language instructions.

Key Features:

• Web navigation capabilities
• Natural language interface
• Cross-platform compatibility
• Extensible plugin system

LangManus

Repository: LangManus

LangManus provides a language-agnostic framework for building AI agents that can work across different programming languages and environments.

Key Features:

• Multi-language support
• Cross-platform deployment
• Unified API interface
• Extensible architecture

Multimodal Models

• LLaVA - Large Language and Vision Assistant
• CLIP - Contrastive Language-Image Pre-training
• DALL-E - Text-to-image generation
• GPT-4V - Vision-enabled GPT-4
• Flamingo - Few-shot learning with multimodal models

Workflow Orchestration

• LangChain - Framework for developing applications with LLMs
• AutoGen - Multi-agent conversation framework
• CrewAI - Framework for orchestrating role-playing autonomous AI agents
• Haystack - End-to-end NLP framework
• Semantic Kernel - SDK for integrating AI services

Multi-Agent Systems

• AutoGen - Microsoft’s multi-agent conversation framework
• CrewAI - Cutting-edge framework for orchestrating role-playing autonomous AI agents
• MetaGPT - Multi-agent framework that assigns different roles to GPTs
• ChatDev - Communicative agents for software development
• CAMEL - Communicative Agents for “Mind” Exploration

Tool Integration

• LangChain Tools - Extensive collection of tools for LangChain
• Zapier NLA - Natural Language Actions for Zapier
• OpenAI Function Calling - Native function calling capabilities
• Toolformer - Language models that can use tools
• ReAct - Reasoning and Acting with Language Models

Model Serving Frameworks

• vLLM - High-throughput and memory-efficient inference engine
• Text Generation Inference - Hugging Face’s inference server
• Ollama - Run large language models locally
• LocalAI - Drop-in replacement for OpenAI API
• FastChat - Open platform for training, serving, and evaluating LLMs

Agent Development Kits

• LangGraph - Library for building stateful, multi-actor applications with LLMs
• Autogen Studio - Low-code interface for building multi-agent workflows
• AgentGPT - Autonomous AI agents in your browser
• BabyAGI - AI-powered task management system
• SuperAGI - Infrastructure for building autonomous AI agents

Model Evaluation & Benchmarking

• OpenAI Evals - Framework for evaluating LLMs
• LangSmith - Platform for debugging, testing, and monitoring LLM applications
• Weights & Biases - MLOps platform for experiment tracking
• MLflow - Open source platform for ML lifecycle management
• Evidently - ML model monitoring and testing

Model Training & Fine-tuning

• Axolotl - Tool for fine-tuning various AI models
• Unsloth - 2x faster LLM fine-tuning
• LoRA - Low-Rank Adaptation for fine-tuning
• QLoRA - Quantized LoRA for efficient fine-tuning
• DeepSpeed - Deep learning optimization library

Specialized Agent Applications

• Code Interpreter - Execute code in natural language
• WebGPT - Web-browsing assistant
• ToolLLM - Framework for tool-using LLMs
• Gorilla - LLM connected with massive APIs
• TaskMatrix.AI - Connecting foundation models with millions of APIs

MISC

• Hugging Face Transformers - State-of-the-art ML models
• OpenAI Gym - Toolkit for developing RL algorithms
• Stable Baselines3 - Reliable RL implementations
• Ray - Distributed computing framework
• Celery - Distributed task queue

Contributing

Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.

License

This project is licensed under the MIT License - see the LICENSE file for details.