Hellow guys, Welcome to my website, and you are watching Chat with CSV files using LangChain Agent [GPT-4o]. and this vIdeo is uploaded by Tony Kipkemboi at 2024-07-15T11:41:47-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Chat with CSV files using LangChain Agent [GPT-4o] |
| Video Uploader | Video From Tony Kipkemboi |
| Upload Date | This Video Uploaded At 15-07-2024 18:41:47 |
| Video Discription | 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/langchain-csv-agent-gpt-4o 🔗 LangChain documentation: https://python.langchain.com/v0.2/docs/integrations/toolkits/csv/ 🔗 Pandas documentation: https://pandas.pydata.org/docs/ 🔗 Government datasets: https://data.gov/ 🤗 Join this channel to get access to perks: https://www.youtube.com/channel/UCApiD66gf36M9hZanbjgNaw/join Follow me on socials: ================== GitHub → https://github.com/tonykipkemboi LinkedIn → https://www.linkedin.com/in/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 |
| Category | Science & Technology |
| Tags | Python | Data | AI | CSV | LLM | LangChain |
