brainyflow 0.1.3

Minimalist AI framework in 65 Lines. Enable LLMs to Program Themselves.

A 65-line minimalist AI framework 🤯
_{Let Agents build Agents with zero bloat, zero dependencies, zero vendor lock-in 😮}

Features

• Multi-language: Python and Typescript support.

• Lightweight: Zero bloat, zero dependencies, zero vendor lock-in.

• Expressive: Everything you love—(Multi-)Agents, Workflow, RAG, and more.

• Agentic Coding: Let AI Agents (e.g., Cursor AI) build Agents—10x productivity boost!

Getting started

• To install in Python, pip install brainyflow or just copy the source code (only 65 lines!).

• To install in Javascript, npm install brainyflow or just copy the source code.

• To learn more, check out the documentation. For an in-depth design dive, read the essay.

• 🎉 We now have a discord!

Why Brainy Flow?

Current LLM frameworks are bloated... You only need 65 lines for LLM Framework!

	Abstraction	App-Specific Wrappers	Vendor-Specific Wrappers	Lines	Size
LangChain	Agent, Chain	Many (e.g., QA, Summarization)	Many (e.g., OpenAI, Pinecone, etc.)	405K	+166MB
CrewAI	Agent, Chain	Many (e.g., FileReadTool, SerperDevTool)	Many (e.g., OpenAI, Anthropic, Pinecone, etc.)	18K	+173MB
SmolAgent	Agent	Some (e.g., CodeAgent, VisitWebTool)	Some (e.g., DuckDuckGo, Hugging Face, etc.)	8K	+198MB
LangGraph	Agent, Graph	Some (e.g., Semantic Search)	Some (e.g., PostgresStore, SqliteSaver, etc.)	37K	+51MB
AutoGen	Agent	Some (e.g., Tool Agent, Chat Agent)	Many [Optional] (e.g., OpenAI, Pinecone, etc.)	7K (core-only)	+26MB (core-only)
BrainyFlow	Graph	None	None	65	few KB

How does Brainy Flow work?

The single file in python or typescript capture the core abstraction of LLM frameworks: Graph!

From there, it's easy to implement popular design patterns like (Multi-)Agents, Workflow, RAG, etc.

✨ Below are basic tutorials:

Name	Difficulty	Description
Chat	☆☆☆ Dummy	A basic chat bot with conversation history
RAG	☆☆☆ Dummy	A simple Retrieval-augmented Generation process
Workflow	☆☆☆ Dummy	A writing workflow that outlines, writes content, and applies styling
Map-Reduce	☆☆☆ Dummy	A resume qualification processor using map-reduce pattern for batch evaluation
Agent	☆☆☆ Dummy	A research agent that can search the web and answer questions
Streaming	☆☆☆ Dummy	A real-time LLM streaming demo with user interrupt capability
Multi-Agent	★☆☆ Beginner	A Taboo word game for asynchronous communication between two agents
Supervisor	★☆☆ Beginner	Research agent is getting unreliable... Let's build a supervision process
Parallel	★☆☆ Beginner	A parallel execution demo that shows 3x speedup
Thinking	★☆☆ Beginner	Solve complex reasoning problems through Chain-of-Thought
Memory	★☆☆ Beginner	A chat bot with short-term and long-term memory

👀 Want to see other tutorials for dummies? Create an issue!

How to Use Brainy Flow?

🚀 Through Agentic Coding—the fastest LLM App development paradigm-where humans design and agents code!

• Want to learn Agentic Coding?
  • To setup, read this post!
  • Check out my YouTube! Read this Guide!
• Want to build your own LLM App? Start with our Python template or Typescript template!

Acknowledgement

We would like to extend our deepest gratitude to the creators and contributors of the PocketFlow framework, from which brainyFlow originated as a fork.

Liability Disclaimer

BrainyFlow is provided "as is" without any warranties or guarantees.
We do not take responsibility for how the generated output is used, including but not limited to its accuracy, legality, or any potential consequences arising from its use.

Sponsors

BrainyFlow runs on 65 lines of code and your generosity! 💰
Help us deliver more AI with less code (but maybe more coffee) ☕

Your support helps keep it minimal, powerful, and dependency-free! 🚀