LangChain Notes and Projects

Welcome to my LangChain Notes Repository! 🚀

This repository is your go-to resource for mastering LangChain, a powerful framework for building applications with Large Language Models (LLMs). Whether you're just starting or looking to implement advanced projects, you'll find:

• Comprehensive Notes: Learn the ins and outs of LangChain with detailed explanations.
• Hands-On Projects: Real-world implementations that you can explore and adapt.

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🌟 Highlights

📝 Notes

Explore my LangChain Notes. These notes are structured to guide you from the basics to advanced concepts, including:

• embeddings (Notebook)
• few_shot_classification (Notebook)
• chatbot+temperature (Notebook)
• fine_tuned_chatbot (Notebook)
• LORA (Notebook)
• langchain_basics (Notebook)
• langchain+cohere (Notebook)
• prompt_templates (Notebook)
• adding_memory (Notebook)
• output_parsers (Notebook)
• chaining (Notebook)
• LCEL_detailed+Runnables (Notebook)
• Agents (Notebook)
• Prompting (reACT) (Notebook)

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💻 Projects (more projects on the way)

Dive into practical examples with these projects:

1. negotiator_simulator (Notebook)
2. Fine Tune GPT2 using LORA to answer software related questions (Notebook)
3. RAG based QA chatbot (Notebook)
4. Talk to a youtube video (Notebook)
5. Visualize embeddings via PCA+t-sne (Notebook)
6. agentic web-crawlers (Notebook)

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💡 Why This Repository?

Every implementation here is free to use and leverages the Cohere API, ensuring accessibility for learners and practitioners.

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🚀 Get Started

1. Clone the repository, install dependencies as per requirement and get started:

   git clone https://github.com/HrithikRai/langchain-notes.git