Langchain, OpenAI and Streamlit - Using Langchain & Streamlit to Build a Recipe Generator скачать в хорошем качестве

Langchain, OpenAI and Streamlit - Using Langchain & Streamlit to Build a Recipe Generator

Blog Post: https://bugbytes.io/posts/langchain-s... In this video, we'll build a recipe generator app which allows users to enter a list of ingredients, and we use langchain to send requests to OpenAI to generate potential recipes based on that list of ingredients. We will use Streamlit to build a small UI to enable users to enter ingredients, and then display the recipes returned by the language model. We will see a few features of langchain in doing so, including PromptTemplate, LLMChain, and SequentialChain / SimpleSequentialChain objects ☕️ 𝗕𝘂𝘆 𝗺𝗲 𝗮 𝗰𝗼𝗳𝗳𝗲𝗲: To support the channel and encourage new videos, please consider buying me a coffee here: https://ko-fi.com/bugbytes 📌 𝗖𝗵𝗮𝗽𝘁𝗲𝗿𝘀: 00:00 Intro 00:38 Setting up environment for langchain 01:27 Creating langchain LLM for OpenAI queries 03:32 Creating langchain PromptTemplate objects for LLM prompt formatting 06:11 Building Streamlit UI to allow prompt creation 08:10 Creating LLMChain object for the meal planner 13:42 Creating a SimpleSequentialChain to chain the 2 LLMChains sequentially 16:42 Using SequentialChain to get outputs from both chains 19:21 Writing both outputs to streamlit columns 𝗦𝗼𝗰𝗶𝗮𝗹 𝗠𝗲𝗱𝗶𝗮: 📖 Blog: https://bugbytes.io/posts/langchain-s... 👾 Github: https://github.com/bugbytes-io/ 🐦 Twitter:   / bugbytesio   📚 𝗙𝘂𝗿𝘁𝗵𝗲𝗿 𝗿𝗲𝗮𝗱𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: Blog: https://bugbytes.io/posts/langchain-s... Langchain: https://docs.langchain.com/docs/ PromptTemplates: https://python.langchain.com/en/lates... LLMChain and chains: https://python.langchain.com/en/lates... Sequential Chains: https://python.langchain.com/en/lates... OpenAI API Keys: https://platform.openai.com/account/a... #python #streamlit #langchain #datascience #llm