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Blog-Generation-Langgraph-Application

🚀 Blog Generation using LangGraph & Open Source LLMs This project provides an end-to-end automated blog generation application using LangGraph and open-source Large Language Models (LLMs). The workflow is built using LangChain, allowing efficient blog content generation and debugging with LangSmith.

🔹 Features ✅ Automates blog title and content generation using open-source LLMs ✅ Implements a workflow-based structure using LangGraph ✅ Supports human feedback integration for regenerating content ✅ Debuggable in LangSmith, ensuring full traceability ✅ Easy-to-use command-line interface

📌 How It Works 1️⃣ The user enters a topic for the blog. 2️⃣ The system generates a title automatically. 3️⃣ Based on the title, 1-2 paragraph blog content is generated. 4️⃣ The user reviews the content and provides feedback:

✅ Yes → Blog is finalized & saved ❌ No → The system regenerates title & content 5️⃣ The workflow runs in LangGraph, and debugging is enabled via LangSmith.

Terminal output

Blog Generation

Langsmith workflow

Blog Generation