Get-Things-Done-with-Prompt-Engineering-and-LangChain
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curiousily
curiousily
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and us...
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
- AutoGen - Build Powerful AI Agents with ChatGPT/GPT-4
📖 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
- AutoGen - Build Powerful AI Agents with ChatGPT/GPT-4
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curiousily
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LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and us...