Chat with a CSV | LangChain Agents Tutorial (Beginners)
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Do you want a ChatGPT
Do you want a ChatGPT for your CSV? Welcome to this LangChain Agents tutorial on building a chatbot to interact with CSV files using OpenAI's LLMs. In this project-based tutorial, we will be using LangChain's framework for developing applications powered by language models.
With LangChain, we can create data-aware and agentic applications that can interact with their environment using language models. In this tutorial, we will be focusing on building a chatbot agent that can answer questions about a CSV file using ChatGPT's LLM.
We will begin by introducing the concepts of LangChain tools, LLMs, and agents. Then, we will dive into the code and show you how to load and use the agent with the OpenAI API. Now you can use OpenAI's LLMs to chat with your CSV or Excel files.
If you're interested in machine learning, natural language processing, or want to learn how to build a chatbot using OpenAI's LLM, then this tutorial is perfect for you. Join us and let's build a powerful LangChain CSV chatbot together!
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Links:
🐱 Github: github.com/alejandro-ao/langchain-ask-csv
🦜 Langchain Agents: python.langchain.com/en/latest/modules/agents.html
🦜 Langchain CSV Agent: python.langchain.com/en/latest/modules/agents/tool…
💬 Join the Discord Help Server - link.alejandro-ao.com/HrFKZn
❤️ Buy me a coffee... or a beer (thanks): link.alejandro-ao.com/l83gNq
✉️ Join the mail list: link.alejandro-ao.com/AIIguB
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⏱️ Timestamps
0:00 Intro
1:43 Setup
3:32 Create the GUI
7:15 What is Langchain Agent?
13:46 Implementing our Langchain Agent
25:21 Conclusion
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#langchain #openai #python #machinelearning #chatgpt #nlp #streamlit
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