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awesome-manus

A curated list of open-source projects related to Manus technology stack, covering multimodal models, workflow orchestration, multi-agent systems, and tool integration.
https://github.com/redreamality/awesome-manus

Last synced: 17 days ago
JSON representation

  • Agent Development Kits

    • LangManus

      • AgentPy - Python library for agent-based modeling
      • AgentSmith - Framework for conversational agents
      • AgentKit - Toolkit for autonomous AI agents
      • AgentOS - Operating system for autonomous agents
      • AgentSims - Simulation framework for multi-agent systems
      • AgentZero - Minimalist framework for AI agents
      • AgentLab - Laboratory for AI agent experimentation
      • AgentBase - Base classes for AI agent development
      • AgentX - Experimental framework for autonomous agents

  • MISC

  • Model Evaluation & Benchmarking

    • LangManus

      • OpenCompass - Comprehensive LLM evaluation system
      • LM Evaluation Harness - Framework for language model evaluation
      • HELM - Holistic Evaluation of Language Models
      • AlpacaEval - Automatic evaluator for instruction-following models
      • Big-Bench - Beyond the Imitation Game benchmark
      • MMLU - Massive Multitask Language Understanding benchmark
      • MMBench - Comprehensive multimodal benchmark
      • VHELM - Vision-language extension of HELM
      • GAIA - Benchmark for general AI assistants

  • Model Serving Frameworks

    • LangManus

      • vLLM - High-throughput LLM inference engine
      • Text Generation Inference - Toolkit for serving LLMs
      • TensorRT-LLM - NVIDIA's LLM optimization toolkit
      • DeepSpeed - Deep learning optimization library
      • FastChat - Platform for serving and training LLMs
      • MLC LLM - Universal solution for LLM deployment
      • OpenLLM - Platform for operating LLMs in production
      • Ray Serve - Scalable model serving framework
      • LMQL - Programming language for LLM interaction

  • Model Training & Fine-tuning

    • LangManus

      • LLaMA-Factory - Easy-to-use LLM fine-tuning framework
      • Lit-GPT - GPT implementation optimized for fine-tuning
      • LLaMA-Adapter - Efficient fine-tuning method for LLMs
      • QLoRA - Efficient finetuning of quantized LLMs
      • PEFT - Parameter-Efficient Fine-Tuning methods
      • OpenDelta - Delta Tuning for parameter-efficient fine-tuning
      • ColossalAI - Unified system for large model training
      • trl - Transformer Reinforcement Learning library
      • Axolotl - Solution for fine-tuning LLMs

  • Multi-Agent Systems

    • LangManus

      • AutoGen - Next-gen LLM applications via multi-agent conversation
      • LangGraph - Library for stateful multi-actor applications
      • CrewAI - Framework for role-playing autonomous agents
      • ChatDev - Customizable multi-agent framework
      • AgentVerse - Multi-agent simulation framework
      • MetaGPT - Multi-agent framework for collaborative software
      • OpenAgents - Platform for hosting and developing AI agents
      • SuperAGI - Open-source autonomous AI agent framework
      • AutoAgents - Framework for specialized AI agents
      • AgentForge - Framework for autonomous AI agents

  • Multimodal Models

    • LangManus

      • OpenFlamingo - Open-source framework for training and evaluating large multimodal models (LMMs)
      • LLaVA - Large Language and Vision Assistant connecting vision encoders with LLMs
      • MiniGPT-4 - Minimal multimodal model with visual-language capabilities
      • Kosmos-2 - Grounded Multimodal Model with object-level understanding
      • Qwen-VL - Qwen Large Vision Language Model
      • InstructBLIP - Instruction-tuned multimodal model
      • IDEFICS - Open-source multimodal model for image-based question answering
      • BLIP-2 - Bootstrapping Language-Image Pre-training with frozen encoders
      • Fuyu-8B - Multimodal model for digital agents
      • PALI - Pathways Language and Image model from Google Research

  • Opensource Copy

  • Specialized Agent Applications

    • LangManus

      • DevOpsGPT - AI agent for DevOps automation
      • DB-GPT - Database interaction agent
      • ChatCAD - Medical imaging analysis agent
      • FinGPT - Financial analysis agent
      • ResearchGPT - Academic research assistant agent
      • AutoPR - Automated pull request generation agent
      • SQL-GPT - SQL generation and optimization agent
      • LegalGPT - Legal document analysis agent
      • ChemCrow - Chemistry research agent
      • EduGPT - Educational content generation agent

  • Tool Integration

  • Workflow Orchestration

    • LangManus

      • Argo Workflows - Cloud-native workflow engine for Kubernetes
      • Dapr Workflows - Distributed application runtime with workflow capabilities
      • Prefect - Python dataflow coordination
      • Airflow - Programmatic workflow authoring and monitoring
      • Metaflow - Framework for real-life data science projects
      • Kubeflow Pipelines - ML workflow platform on Kubernetes
      • Flyte - Cloud-native ML and data processing platform
      • Luigi - Python module for complex batch job pipelines
      • Dagster - Data orchestrator for ML and analytics
      • ZenML - MLOps framework for reproducible pipelines
      • Dapr Workflows - Distributed application runtime with workflow capabilities
Programming Languages
Python 46 Jupyter Notebook 3 Go 2 C# 2 JavaScript 1 HTML 1 C++ 1
Categories
Workflow Orchestration 11 Multi-Agent Systems 10 Tool Integration 10 Multimodal Models 10 Specialized Agent Applications 10 Agent Development Kits 9 Model Training & Fine-tuning 9 Model Serving Frameworks 9 Model Evaluation & Benchmarking 9 Opensource Copy 3 License 1 MISC 1
Sub Categories
LangManus 90 OWL 1 OpenManus 1
Keywords
llm 18 python 11 machine-learning 10 ai 10 chatgpt 9 deep-learning 9 mlops 9 pytorch 9 data-science 8 gpt 7 workflow 7 language-model 6 nlp 5 openai 5 large-language-models 5 workflow-engine 4 kubernetes 4 framework 4 transformer 4 agent 4 agents 4 fine-tuning 4 llama 4 data-engineering 4 inference 4 llama2 3 llm-serving 3 orchestration 3 rag 3 data 3 llmops 3 qwen 3 gpt-4 3 foundation-models 3 etl 2 mistral 2 cloud-native 2 model-parallelism 2 vision-language-model 2 evaluation 2 automation 2 deepseek 2 pipeline-parallelism 2 pipelines 2 airflow 2 gpt-3 2 instruction-tuning 2 pipeline 2 parameter-efficient-learning 2 lora 2