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

🍿 Watch on YouTube

• Getting Started with LangChain and Llama 2 in 15 Minutes
• Fine-tuning Llama 2 on Your Own Dataset
• Deploy LLM to Production on Single GPU
• Chat with Multiple PDFs using Llama 2 and LangChain

📖 Read the Tutorials

LangChain

• LangChain QuickStart with Llama 2
• 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
• Falcon 180B

Projects

• Fine-tuning Llama 2 on a Custom Dataset
• Chat with Multiple PDFs using Llama 2 and LangChain
• 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