LLM Summary

• 1. The Platform for LLM evals
• 2. LLM Organization and Product

Llama Source Code Exploration

• 1. About
• 2. Llama Overall Architecture
• 3. Hyperparameters
• 4. Tensor Dimensionality Transformation
• 5. Number of Trainable Parameters
• 6. Source Code

Transformer Source Code Exploration

• 1. About
• 2. Transformer Overall Architecture
• 3. Hyperparameters
• 4. Tensor Dimensionality Transformation
• 5. Number of Trainable Parameters
• 6. Source Code

From the Source Code Perspective, Peering into the Operation Logic of LangChain

By interpreting the source code of Chain and AgentExecutor, let's understand how various modules are interconnected.

• 1. Base Class of LangChain
• 2. LCEL与Runnable
• 3. Chain
• 4. AgentExecutor

Understanding LangChain in One Article: Building Powerful Applications with Large Language Models

Starting with the architecture diagram, step by step, this article helps you understand all aspects of LangChain.

• 1. What is LangChain?
• 2. What Information Does the LangChain Architecture Diagram Tell Us?
• 3. Essential Core Modules You Need to Know
• 4. Experience the Function of Each Module Through Simple Example Code

Building Conversational Applications with Streamlit

• 1. Components Required for Constructing a Dialogue Interface
• 2. Complete Process of Dialogue Interface
• 3. Refactoring for Streaming Output of Assistant Messages
• 4. Building an Application that Encapsulates ChatGPT