LangChain Unleashed - 使用开源 LLM 模型的指南
- 1. Introduction
- 1. Introduction
- 2. What is LangChain
- 4. How To Generate Text Using An LLM
- 5. Generating Text Using An LLM
- 2. Prompts And Chains
- 1. Prompts
- 2. Chains
- 3. Langchain Expression Language
- 4. One Shot Prompting To Get Better Output
- 3. Memory
- 1. Creating Chatbot
- 2. Adding Memory To Chatbot
- 4. Retrieval Augmented Generation(RAG)
- 1. What is Retrieval Augmented Generation(RAG)
- 2. Generating Embeddings And Storing in ChromaDB
- 3. Initializing Our Database
- 4. Retrieval Augmented Generation - Code
- 5. Agents And Tools
- 2. Loading Mistral 7b Instruct Model In Kaggle