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Readme.md

Outline

MultiMind SDK - Unified AI Development Toolkit Logo

🌐 MultiMind SDK – Build AI Superpowers with One SDK: Agents, Models, Context, Orchestration. Anywhere.Framework for Python & JavaScript(Coming soon) – Fine-Tune, Train, Deploy with Compliance.

Python SDK License

multimind.dev and the latest features in MultiMind SDK (Python)

🚧 Project Status: In Active Development 🚧

Join the future of AI development! We're actively building MultiMind SDK and looking for contributors. what's coming next. Connect with our growing community on Discord to discuss ideas, get help, and contribute to the project.

MultiMind SDK is the first unified orchestration layer to let developers build, compose, and run intelligent workflows across any AI model, any tool, any platform — locally or in the cloud — using Python or JavaScript. First EU based Compliance with fintuning, Multi Agent, Rag2.0, Memeory Types, MultiModel AI framework.


MultiMind SDK is a modular, AI orchestration framework built for developers, researchers, and AI builders. It supports both Python and JavaScript, letting you compose intelligent multi-agent systems across LLMs like GPT-4, Claude, Mistral, LLaMA, and custom models.


🧠 Key Features (Real, Deep Tech, Developer-Oriented):

Feature Description
🔀 ModelRouter Dynamically switch between OpenAI, Claude, Gemini, Mistral, LLaMA, Ollama, Local models, or any API
🧠 Multi-Agent DAG Engine Chain agents using graph-based logic with planner-executor-judge loops
🧩 AI Building Blocks Use prebuilt Agent, Judge, Rewriter, Tool, or build your own
🔌 Dual SDKs Same power in Python and JavaScript (Node & browser)
🛠️ Plug & Play Adapters Easily integrate LLMs, RAG, vector stores, tools, or third-party APIs
🌍 Web & Voice Ready Power Chrome extensions, Web UIs, and voice agents (Whisper + TTS)
🧬 Model-Agnostic Fine-Tuning LoRA / QLoRA / PEFT compatible CLI (coming soon)
🧠 Self-Evolving Loops Implement reflexive Judge → Rewriter flows for continuous improvement
🔒 Private by Design Supports local-first LLMs, no vendor lock-in, privacy-focused from the ground up
🚀 Built for Real-World Use Already powering tools like ContextHop and Voice AI Agent
🧰 LangChain Alternative Lightweight, fully open, developer-first modular framework
📦 Open-Source & Extensible Apache 2.0 licensed, modular core, dev-friendly CLI and codebase

✨ What's New?

  • ✅ Dual SDKs: Python & TypeScript/JavaScript
  • ⚡ ModelRouter, Judge, DAG, Rewriter & Agent APIs
  • 🔌 LLM plug-and-play: OpenAI, Anthropic, Mistral, Ollama, Local
  • 💻 Browser & Node.js support (for JS SDK)
  • 🧠 Multi-Agent DAG Composition
  • 📡 Chrome Extension & Voice Agent Ready
  • 🛠️ Open-source, pluggable, dev-friendly

🚀 Highlights

  • 🔄 Cross-Language Support: Available in Python and JS (Node.js & browser environments)
  • 🧠 Model-Agnostic: Supports OpenAI, Claude, Mistral, Gemini, LLaMA, local LLMs, and custom APIs
  • 🕸️ Agent Graphs: Chain agents using DAG-based architecture with ModelRouter, Judge, and Rewriter
  • 🔌 Pluggable Architecture: Swap or combine models, routes, and tools dynamically
  • 🌍 Developer-First: Unified CLI, simple API, detailed docs, and open standards
  • 📡 Web Extension Compatible: Power tools like Chrome extensions with real-time agent routing
  • 🛠️ Custom Tools: Integrate with retrieval, summarization, function calling, self-improvement loops

📦 Install

🔧 Python

pip install multimind-sdk

🧠 What Can You Build?

Use Case Description
🤖 AI Assistants Build chatbots, coding copilots, or voice assistants using multiple LLMs
🔄 Context Switchers Seamlessly move context between ChatGPT, Claude, Mistral, etc.
🧩 RAG Pipelines Build multi-hop retrieval and synthesis pipelines with routing
🕹️ Multi-Agent Workflows Chain agents using DAGs (e.g., planner → executor → summarizer)
🔍 AI Browsers & Extensions Inject AI into browsers with context routing (e.g., ContextHop)
🧪 AI Evaluation Loops Use Judge + Rewriter agents for self-improvement and A/B testing
🧰 Low-Level LLM Interfaces Build your own LangChain alternative using modular blocks

💡 Core Concepts

✅ Agent

A unit that wraps any LLM, tool, or custom logic.

Python

from multimind_sdk.agents import OpenAIAgent
agent = OpenAIAgent(model="gpt-4", api_key="...")
response = agent.run("What's the capital of Germany?")

🧭 ModelRouter

Dynamically routes queries to the best LLM (OpenAI, Claude, local models).

from multimind_sdk import ModelRouter

router = ModelRouter(models=["gpt-4", "claude-3", "mistral"])
response = router.route("Summarize this legal contract.")

🧠 DAG Composition

from multimind_sdk import AgentGraph

graph = AgentGraph()
graph.add_node("planner", PlannerAgent())
graph.add_node("executor", ExecutorAgent())
graph.link("planner", "executor")

result = graph.run("Organize a webinar and invite speakers.")

📚 Documentation

SDK Docs Link
Python docs/

🧰 What You Can Build

  • 🤖 Custom AI Assistants
  • 🔄 Context transfer extensions (LLM to LLM)
  • 🧠 DAG-based reasoning pipelines
  • 🛠️ RAG agents with fallback routing
  • 🎙️ Voice call agents using TTS + ASR + LLM
  • 🧑‍💻 Developer tools with embedded multi-model agents
  • 🧪 Self-improving loops with Judges + Rewriters

📣 Follow & Learn


💖 Support This Project

Help us sustain open-source innovation:

👉 https://opencollective.com/multimind-sdk

Your sponsorships go toward:

  • Continued SDK development
  • Community support
  • New agents and integrations
  • Tutorials and docs

🤝 Contributing

# Python SDK
git clone https://github.com/multimindlab/multimind-sdk

We welcome issues, PRs, examples, and ecosystem extensions!


📄 License

This project is licensed under the Apache 2.0 License.


🌐 Built by MultiMindLab


Let me know if you'd like this pushed to both Python and JS repos or want the links updated dynamically.
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