Langchain LangServe LangSmith Next.js & Streamlit: Chatbot w Claude Sonet 3.5 - API Test w/ Postman
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- Опубликовано: 10 сен 2024
- 🚀 *Langchain LangServe LangSmith Next.js & Streamlit: Chatbot w/ Claude Sonet 3.5 - API Test w/ Postman*
Welcome to another in-depth tutorial where we delve into the world of AI chatbots using **Langchain, LangServe, LangSmith, Next.js, and Streamlit**. In this video, we will walk you through the complete setup and implementation of a sophisticated chatbot that utilizes the Claude Sonet 3.5 model. We’ll also demonstrate how to test our API with Postman to ensure everything is working perfectly.
📌 *What You'll Learn:*
1. **Setting Up Langchain, LangServe, and LangSmith**:
- Comprehensive guide to installing and configuring Langchain, LangServe, and LangSmith.
- Environment setup and dependency management using Poetry.
- Integrating Claude Sonet 3.5 into your Langchain setup.
2. **Building the Chatbot Backend**:
- Detailed walkthrough of creating the backend with LangServe and LangSmith.
- Writing API endpoints to handle chatbot interactions.
- Ensuring smooth communication between the backend and the Claude Sonet 3.5 model.
3. **Creating the Next.js Frontend**:
- Step-by-step guide to setting up a Next.js project.
- Designing a user-friendly chat interface with Tailwind CSS and DaisyUI.
- Integrating the frontend with the backend API to handle user inputs and display chatbot responses.
4. **Developing the Streamlit Interface**:
- Building a parallel frontend using Streamlit for rapid prototyping and testing.
- Implementing features to switch between multiple models and stream responses.
5. **Testing API with Postman**:
- How to set up Postman for API testing.
- Creating and saving Postman collections for repeated use.
- Simulating various chatbot interactions to ensure the API works flawlessly.
🎯 *Why Watch This Video?*
- **Comprehensive and Practical**: This tutorial provides a thorough guide to setting up a full-featured AI chatbot from scratch.
- **Hands-On Examples**: Follow along with real-world examples and detailed code walkthroughs.
- **Skill Enhancement**: Perfect for developers looking to enhance their skills in AI, backend development, and frontend integration.
- **Optimize Workflow**: Learn best practices for setting up and testing APIs with Postman, ensuring robust and error-free applications.
*Key Takeaways:*
- Master the integration of Claude Sonet 3.5 with Langchain, LangServe, and LangSmith.
- Develop a cohesive chatbot application using Next.js and Streamlit.
- Gain expertise in API development and testing with Postman.
- Learn how to build, test, and deploy a scalable AI chatbot solution.
*For JavaScript/TypeScript Developers:*
"This series is particularly valuable for JavaScript/TypeScript developers aiming to transition into Python-based AI development. It serves as an effective bridge, offering practice exercises with both Python and OpenAI API to enrich your programming toolkit."
Don't miss out on this opportunity to take your AI development skills to the next level. Make sure to like, comment, and subscribe for more in-depth tutorials! 🚀
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