Labs

1. CrewAI
A lightweight framework for orchestrating collaborative autonomous agents.
CrewAI enables developers to define agent roles, assign tasks, and manage agent interactions using “Crews” and “Flows.” It's framework-agnostic and built for structured autonomy—ideal for enterprise multi-agent experimentation.
docs.crewai.com



2. LangChain
A modular LLM framework enabling chaining, memory, agents, and tools.
LangChain is foundational for building agent workflows, RAG pipelines, and function-calling systems. It supports integration with vector stores, retrievers, and external APIs.
langchain.com 

 1. AgentOps
The observability layer for autonomous agents.
AgentOps tracks, logs, and analyzes multi-agent system behavior, LLM costs, trace logs, hallucinations, and errors in real time. It supports CrewAI, LangChain, AutoGen, and others.
github.com/AgentOps-AI/agentops



2. LangSmith (by LangChain)
A debugging, testing, and evaluation platform for LLM apps.
LangSmith offers detailed tracing, evaluation, dataset comparisons, and production monitoring for LangChain applications—great for model comparisons and fine-tuning.
smith.langchain.com

 1. OpenCog
An open-source framework for Artificial General Intelligence (AGI).
OpenCog Prime integrates symbolic logic, probabilistic reasoning, and emergent behavior via a graph-based cognitive engine. Used in advanced agentic research and emotion-aware agents.
opencog.org



2. Camel-AI
Role-based AI agent conversations for emergent behavior.
CAMEL enables agents to adopt system-defined roles and interact naturally, leading to emergent planning. Used in AI research and synthetic workforce simulations.
github.com/lightaime/camel

 1. End-to-End Agentic AI Automation Lab
A full-stack lab for deploying agent-based pipelines.
This open project bundles CrewAI, LangChain, AutoGen, RAG, and cloud deployment workflows into one production-ready setup. Excellent for enterprise POCs.
github.com/MDalamin5/End-to-End-Agentic-Ai-Automation-Lab



2. FlowiseAI
Visual builder for LLM workflows with drag-and-drop pipelines.
Flowise allows teams to build LangChain and agentic workflows via UI. Fast prototyping and collaborative experimentation tool.
flowiseai.com

 1. GPT-OSS (Open Weight Models)
Open-source alternatives to GPT-3.5/4 released under permissive licenses.
From Mistral, Meta (LLaMA), and OpenAI’s GPT-OSS, these open-weight models enable local inference, fine-tuning, and AI agent experimentation at scale.
Hugging Face – Open LLM Leaderboard



2. Ollama
Run LLMs locally with simple Docker-like commands.
Ollama lets you run models like LLaMA2, Mistral, and Phi on-device with optimized performance for low-latency use cases and fast local inference for agents.
ollama.com