Chat with CSV files using LangChain Agent [GPT-4o] скачать в хорошем качестве

Chat with CSV files using LangChain Agent [GPT-4o]

In this video, we'll use the ‪@LangChain‬ CSV agent that allows you to interact with your data through natural language queries. Here's what we'll cover: ✅ Quick introduction to LangChain ✅ Setting up the environment and installing necessary libraries ✅ Loading and preprocessing multiple CSV files ✅ Implementing the LangChain CSV agent for intelligent data analysis ✅ Demonstrating querying and extracting data insights using agents ✅ What is a REPL? TIMESTAMPS: ============ 0:00 - Intro 0:06 - Project overview and LangChain CSV agent architecture 3:10 - Setting up the environment and loading CSV files 8:51 - Implementing the LangChain CSV agent 11:24 - Querying CSV data to generate insights with Natural Language 16:24 - What is a Python REPL? 21:36 - Why vector databases are not great for structured data 23:18 - Conclusion and next steps 23:54 - Outro LINKS: ====== 🔗 GitHub repo: https://github.com/tonykipkemboi/lang... 🔗 LangChain documentation: https://python.langchain.com/v0.2/doc... 🔗 Pandas documentation: https://pandas.pydata.org/docs/ 🔗 Government datasets: https://data.gov/ 🤗 Join this channel to get access to perks:    / @tonykipkemboi   Follow me on socials: ================== GitHub → https://github.com/tonykipkemboi LinkedIn →   / tonykipkemboi   𝕏 → https://x.com/tonykipkemboi Don't forget to like, subscribe, and hit the notification bell to stay updated on more AI tutorials! 🔔 👍 #ai #rag #csv #aiagents #langchain #gpt #llm #colab #googlecolab