A curated exploration of LangGraph — a framework for building stateful, multi-agent applications using graph-based logic. This repository is designed for practical learning, debugging, and implementing advanced LangGraph patterns including:
- 🔁 Stateful workflows
- 🧠 Memory management
- 💬 Human-in-the-loop systems
- 📍 Checkpointing
- 🔍 Traceability
⚠️ Agent reliability diagnostics
- ✅ Integrates LangChain agents into LangGraph DAGs
- ✅ Demonstrates reducers, checkpointers, and traceable nodes
- ✅ Explores different types of memory mechanisms (e.g.,
ConversationBufferMemory) - ✅ Introduces HITL decision nodes
- ✅ Actively addresses reliability concerns with LangChain agents in graphs
🤝 Contributing Contributions, suggestions, and issue reports are welcome. Feel free to fork the repo or open a discussion on how to improve LangGraph usage.