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Debugging Made Easy: How to Time Travel in LangGraph

Time travel in LangGraph is a game-changer for debugging workflows! It allows you to replay, modify, and re-execute flows from predefined checkpoints, making troubleshooting and optimization effortless. In this blog, we’ll walk you through how to do time travel in LangGraph to streamline your development process. Keep reading to master this powerful feature! Why use Time travel in LangGraph? In… Continue readingDebugging Made Easy: How to Time Travel in LangGraph

human In the loop in LangGraph

Enhance AI Control: Implementing human-in-the-loop in LangGraph

In AI workflows, automating tasks with LLMs (Large Language Models) is powerful, but some decisions require human oversight. Human-in-the-loop (HITL) ensures human intervention at critical decision points, improving accuracy, handling sensitive cases, and providing better control. This blog explores how to implement human-in-the-loop in LangGraph to enhance decision-making in AI-powered workflows. Why is Human-in-the-loop required? Using LangGraph, we can create… Continue readingEnhance AI Control: Implementing human-in-the-loop in LangGraph

Trustcall for Data Extraction and Long-Term Memory Storage in LangGraph

Ultimate Guide: Using Trustcall for Data Extraction and Long-Term Memory Storage in LangGraph

LangGraph allows you to store both short-term memory, which is accessible within the same thread, and long-term memory, which is accessible across threads, making it versatile for various use cases. However, extracting data from complex JSON schemas can be unreliable and costly. This is where Trustcall comes in—a powerful Python library that simplifies data extraction and enables efficient long-term memory… Continue readingUltimate Guide: Using Trustcall for Data Extraction and Long-Term Memory Storage in LangGraph

Top 5 Methods to Create a State in LangGraph

Top 5 Methods to Create a State in LangGraph

The state is a crucial component in LangGraph. Using state, you can transfer information into different nodes of the graph. Due to LangGraph’s flexibility, There are many ways to define State in LangGraph. Let’s check all the other ways. Define state in LangGraph by inheriting classes In Python, certain predefined classes, such as TypedDict and Pydantic, allow their properties to… Continue readingTop 5 Methods to Create a State in LangGraph

Appointment Bot using Langchain and Google sheet

How to make an appointment bot using Langchain and Google Sheets in Python easily

Introduction In this blog, we’ll dive into the fascinating world of building an appointment bot using Langchain and integrating it with Google Sheets using Python. Imagine having an automated system that updates your Google Sheets for efficient record-keeping. Make an API in Google Sheet Before creating the AI chatbot that helps to create an appointment. We need to create one… Continue readingHow to make an appointment bot using Langchain and Google Sheets in Python easily