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Build Agents Simply with OpenAI and LangChain | Live Demo - Data Summarization and Task Automation
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In this session, we'll build a chatbot that not only understands natural language but also has the power to answer questions and provide insights from given CSV data.
With LangChain agents and LLMs, you'll learn how to create data-aware applications that can unlock the hidden potential of your raw data.
In this tutorial the speaker discusses various aspects of agents, such as their creation, utilization, and integration with different tools and technologies like OpenAI and Langchain. The speaker also demonstrates:
Coding parts,
Implementation of agents and
How to work with agents practically, using Python and other tools.
The discussion includes the utilization of agents for various tasks, such as summarizing data, executing actions based on user queries, and interacting with data sets like CSV files.
The speaker also addresses questions from the audience, providing insights into the readiness of agents for production environments, the challenges faced, and the practical considerations of using agents in real-world applications.
The video also includes practical demonstrations where code is written and executed live, showing the functionality of agents and how they can be used to perform specific tasks, such as querying a CSV file and obtaining summarized information from it.
In this live event, we'll explore:
- The innovative tools offered by LangChain,
- Delve into the capabilities of OpenAI's LLMs, and
- Guide you through the process of building and
- Loading a chatbot agent using the OpenAI API.
You'll witness firsthand how these technologies empower your applications to communicate with users, extract valuable insights, and provide intelligent responses based on given data.
#langchain #naturallanguageprocessing #langchainagent #aiapplications
With LangChain agents and LLMs, you'll learn how to create data-aware applications that can unlock the hidden potential of your raw data.
In this tutorial the speaker discusses various aspects of agents, such as their creation, utilization, and integration with different tools and technologies like OpenAI and Langchain. The speaker also demonstrates:
Coding parts,
Implementation of agents and
How to work with agents practically, using Python and other tools.
The discussion includes the utilization of agents for various tasks, such as summarizing data, executing actions based on user queries, and interacting with data sets like CSV files.
The speaker also addresses questions from the audience, providing insights into the readiness of agents for production environments, the challenges faced, and the practical considerations of using agents in real-world applications.
The video also includes practical demonstrations where code is written and executed live, showing the functionality of agents and how they can be used to perform specific tasks, such as querying a CSV file and obtaining summarized information from it.
In this live event, we'll explore:
- The innovative tools offered by LangChain,
- Delve into the capabilities of OpenAI's LLMs, and
- Guide you through the process of building and
- Loading a chatbot agent using the OpenAI API.
You'll witness firsthand how these technologies empower your applications to communicate with users, extract valuable insights, and provide intelligent responses based on given data.
#langchain #naturallanguageprocessing #langchainagent #aiapplications
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