Get-Things-Done-with-Prompt-Engineering-and-LangChain/README.md

Get SH*T Done with Prompt Engineering and LangChain

Build real-world AI apps with ChatGPT/GPT-4 and LangChain in Python

📖 Read the Tutorials

LangChain

• LangChain Quickstart
• Load Custom Data with Loaders
• Add AI with Models
• Make LLMs Useful with Chains
• Build Chatbots with Memory
• Complex Tasks with Agents

Models

• StableVicuna - Open Source RLHF LLM Chatbot
• OpenLLaMa - An Open Reproduction of LLaMA
• XGen-7B: Long Sequence Modeling with (up to) 8K Tokens

Projects

• Chatbot with Local LLM (Falcon 7B) and LangChain
• Private GPT4All: Chat with PDF Files Using Free LLM
• CryptoGPT: Crypto Twitter Sentiment Analysis
• Fine-tuning LLM (Falcon 7b) on a Custom Dataset with QLoRA
• Deploy LLM to Production with HuggingFace Inference Endpoints
• Support Chatbot using Custom Knowledge Base with LangChain and Open LLM
• Deploy Your Private Llama 2 Model to Production with RunPod