BAML Agents is an open-source Python framework that empowers developers to build and deploy autonomous AI agents. It offers plugin integration for custom tools, stateful memory management, and advanced multi-step reasoning capabilities. BAML Agents simplifies agent orchestration by providing modular components, a clean API, and extensible memory systems, reducing development overhead and accelerating AI-driven automation projects.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#autonomous agents
#AI Development
#plugin architecture
#memory management
#reasoning workflows
#agent orchestration
#customizable pipelines
#Rapid Prototyping
#Open-source AI
#integration with APIs
#modular design
#AI-Chatbot-Framework
#Automation Tools
#easy deployment
#extensible platform
#Developer Tools
#conversation context
#Research Applications
#production automation
...
Promote this Tool
Update this Tool
BAML Agents
BAML Agents is an open-source Python framework that empowers developers to build and deploy autonomous AI agents. It offers plugin integration for custom tools, stateful memory management, and advanced multi-step reasoning capabilities. BAML Agents simplifies agent orchestration by providing modular components, a clean API, and extensible memory systems, reducing development overhead and accelerating AI-driven automation projects.
AI Platforms & Frameworks
Workflow Automation
Tool Libraries
#autonomous agents
#AI Development
#plugin architecture
#memory management
#reasoning workflows
#agent orchestration
#customizable pipelines
#Rapid Prototyping
#Open-source AI
#integration with APIs
#modular design
#AI-Chatbot-Framework
#Automation Tools
#easy deployment
#extensible platform
#Developer Tools
#conversation context
#Research Applications
#production automation
...
Featured
What is BAML Agents?
BAML Agents is designed for developers and AI practitioners seeking a modular, extensible platform to build autonomous agents. It provides a plugin-based architecture for seamless integration of custom tools, a memory subsystem for maintaining conversational context, and built-in support for multi-step reasoning workflows. With BAML Agents, users can quickly configure agent behaviors, connect to external APIs, and orchestrate complex tasks without reinventing common agent patterns. Its lightweight design and clear abstractions make it ideal for prototyping, research, and production-grade deployments in various automation scenarios.
Who will use BAML Agents?
- AI developers
- Software engineers
- Research scientists
- Startups and tech innovators
- Automation architects
How to use the BAML Agents?
- Step1: Clone the repository from GitHub using git clone https://github.com/Elijas/baml-agents.git
- Step2: Install dependencies with pip install -r requirements.txt
- Step3: Define your agent by configuring tools, memory, and reasoning pipelines in the config file
- Step4: Register or implement custom plugins for external APIs or services
- Step5: Launch the agent with python run_agent.py and monitor logs to validate behavior
Platform
- mac
- windows
- linux
BAML Agents's Core Features & Benefits
The Core Features
- Plugin-based tool integration
- Stateful memory management
- Multi-step reasoning engine
- Modular agent orchestration
- Customizable pipelines
The Benefits
- Rapid prototyping of autonomous agents
- High extensibility through plugins
- Maintains conversational context
- Lightweight and easy to deploy
- Open-source and community-driven
BAML Agents's Main Use Cases & Applications
- Automated customer support workflows
- Data extraction and processing bots
- Personal virtual assistants
- Workflow and task automation
- Research prototypes for AI agent behavior
FAQs of BAML Agents
BAML Agents Company Information
BAML Agents Reviews
5/5
BAML Agents's Main Competitors and alternatives?
- LangChain
- Auto-GPT
- AgentGPT
- OpenAI Functions
- ReAct framework
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
10.2K
60.68% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
--
AI-powered platform creating stunning, synchronized music videos with original audio and visuals.
2.6K
100.00% AI-powered copilot for efficient and effective email management.
2.1K
78.34% Hyperscience automates data extraction and document processing with AI-driven accuracy.
4.9M
20.59% Project Mariner is an AI agent designed for efficient data extraction and analysis.
5.5K
91.69% Potpie AI is an intelligent agent that automates document processing and management.
76.3K
19.45% Aviator Agents streamline workflows using AI-driven automation for various tasks.
--
Computer vision-based test automation and RPA tool for web and desktop apps.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
2.3K
100.00% TensorStax is an AI agent specializing in optimizing machine learning deployment and management.
--
AI Library is a developer platform for building and deploying customizable AI agents using modular chains and tools.
--
A Python-based framework implementing flocking algorithms for multi-agent simulation, enabling AI agents to coordinate and navigate dynamically.
--
An open-source framework enabling autonomous LLM agents with retrieval-augmented generation, vector database support, tool integration, and customizable workflows.
--
An AI agent template showing automated task planning, memory management, and tool execution via OpenAI API.
--
Pipe Pilot is a Python framework that orchestrates LLM-driven agent pipelines, enabling complex multi-step AI workflows with ease.
--
Open-source repository providing practical code recipes to build AI agents leveraging Google Gemini's reasoning and tool usage capabilities.
--
RModel is an open-source AI agent framework orchestrating LLMs, tool integration, and memory for advanced conversational and task-driven applications.
--
An open-source framework implementing cooperative multi-agent reinforcement learning for autonomous driving coordination in simulation.
--
Python library with Flet-based interactive chat UI for building LLM agents, featuring tool execution and memory support.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
--
Agentic Workflow is a Python framework to design, orchestrate, and manage multi-agent AI workflows for complex automated tasks.
--
A GitHub demo showcasing SmolAgents, a lightweight Python framework for orchestrating LLM-powered multi-agent workflows with tool integration.
--
A Python framework for easily defining and executing AI agent workflows declaratively using YAML-like specifications.
--
OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
245.5K
32.47% A Pythonic framework implementing the Model Context Protocol to build and run AI agent servers with custom tools.
--
pyafai is a Python modular framework to build, train, and run autonomous AI agents with plug-in memory and tool support.
--
LangGraph enables Python developers to construct and orchestrate custom AI agent workflows using modular graph-based pipelines.
--
A Python wrapper enabling seamless Anthropic Claude API calls through existing OpenAI Python SDK interfaces.
--
Agent Adapters provides pluggable middleware to integrate LLM-based agents with various external frameworks and tools seamlessly.
--
Java-Action-Storage is a LightJason module that logs, stores, and retrieves agent actions for distributed multi-agent applications.
3.8M
9.01% Skywork AI is an innovative tool to enhance productivity using AI.
--
LinkAgent orchestrates multiple language models, retrieval systems, and external tools to automate complex AI-driven workflows.