LangChain LCEL Mastermind Series P1: Chat Model Mastery - OpenAI Anthropic LLama 3.2 Gemini 1.5 Pro
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- Опубликовано: 8 фев 2025
- 🌟 *LangChain LCEL Mastermind Series P1: Chat Model Mastery - OpenAI Anthropic LLama 3.2 Gemini 1.5 Pro* 🌟
🚀 Welcome to the *LangChain LCEL Mastermind Series**, your ultimate guide to mastering LangChain's **LangChain Expression Language (LCEL)* for cutting-edge AI applications! This is the *first video in a long-running series* designed to take you from *beginner to master* in building advanced workflows and AI solutions.
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🔍 **What You'll Learn in This Video**:
1️⃣ **Chat Model Basics**:
How to set up and configure *chat models* using LangChain.
The fundamental structure of chat models like **system messages**, **user inputs**, and **assistant responses**.
Essential prompt engineering concepts tailored for chat workflows.
2️⃣ **System Message Prompt Engineering 101**:
Create structured and effective system messages for optimal outputs.
Learn how to fine-tune prompts for better contextual understanding.
Discover techniques to guide large language models (LLMs) in handling complex tasks.
3️⃣ **Multi-Model Mastery**:
Simultaneously work with **OpenAI GPT-4o**, **GPT-o1 mini**, and **GPT-o1 preview**.
Leverage *Anthropic Claude* and the *latest LLaMA 3.2 90B* model via Groq.
Explore **Gemini Pro 1.5**, Google's flagship LLM, integrated seamlessly into LangChain workflows.
4️⃣ **LangChain LCEL in Action**:
Learn how to orchestrate multi-model interactions using LangChain Expression Language.
Discover the flexibility of LCEL for handling a variety of AI models in a unified framework.
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💡 *Why Watch This Video?*
**For Beginners**: Start your journey with LangChain and LCEL, understanding the foundations of chat models and prompt engineering.
**For Intermediate Users**: Deepen your knowledge by exploring multi-model setups and advanced configurations.
**For Experts**: Gain insights into new LangChain features and strategies for optimizing workflows with cutting-edge models.
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🌟 **Key Highlights**:
**Unified Multi-Model Approach**: Work with multiple LLMs in a single workflow, switching seamlessly between models based on task requirements.
**Prompt Engineering Fundamentals**: Learn step-by-step techniques to craft effective system messages and user prompts.
**Real-World Applications**: Understand how to utilize LCEL for diverse use cases like customer service bots, content generation, and beyond.
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📌 *What’s Coming Next?*
This is just the beginning! In future episodes of the **LangChain LCEL Mastermind Series**, we’ll cover:
Advanced LCEL techniques for handling memory and tool integrations.
Building custom agents and workflows with LangChain.
Implementing real-world applications using LangChain with OpenAI, Anthropic, Groq, and Gemini models.
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🔔 **Stay Connected**:
Don’t miss out on this exciting journey! *Like 👍**, **Comment 💬**, and **Subscribe 🔔* to stay updated with the series. Let me know what models or workflows you'd like me to explore next!
#LangChain #LCEL #PromptEngineering #AIModels #GPT4o #Claude #LLama3 #GeminiPro #Anthropic #LangChainMastery #PythonAI #MachineLearning #ChatModels
Is there any chance you can share the notebook?
Sorry dude, this series did so poorly that I had to discontinue it so I didn't put in the work to preserve the content ... these are so hard to make and then when enough people don't watch it ... I just don't feel motivated to add any work to it ... sorry again. Hope you understand...
@htmlfivedev its totally okay, thank you for the content anyway ^^