Function Calling using Open Source LLM (Mistral 7B)

AI Anytime · Intermediate ·🧠 Large Language Models ·2y ago

Key Takeaways

This video demonstrates function calling using the open source Large Language Model (LLM) Mistral 7B, showcasing its capabilities in integrating external web APIs, executing custom SQL queries, and developing stable AI applications.

Original Description

In this tutorial, I delve into the fascinating world of function calling using the open source Large Language Model (LLM), Mistral 7B. Function calling is a powerful tool that can significantly enhance the capabilities of Gen AI applications. It allows for the integration of external web APIs, the execution of custom SQL queries, and the development of stable, reliable AI applications. By leveraging function calling, we can extract and leverage relevant information from diverse data sources, opening up a plethora of possibilities for developers and researchers alike. Throughout this video, I demonstrate how to effectively utilize Mistral 7B for function calling. Whether you're looking to integrate external data into your AI project, execute complex queries, or simply explore the potential of open-source LLMs, this tutorial has got you covered. Your support is invaluable to the continuation and improvement of content like this. If you found this tutorial helpful, please don't forget to like, comment, and subscribe to the channel. GitHub: https://github.com/AIAnytime/Function-Calling-Mistral-7B To further support the channel, you can contribute via the following methods: Bitcoin Address: 32zhmo5T9jvu8gJDGW3LTuKBM1KPMHoCsW UPI: sonu1000raw@ybl Join this channel to get access to perks: https://www.youtube.com/channel/UC-zVytOQB62OwMhKRi0TDvg/join Your contributions help in sustaining this channel and in the creation of informative and engaging content. Thank you for your support, and I look forward to bringing you more tutorials and insights into the world of Gen AI. #llm #mistral #ai
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This video tutorial covers the use of Mistral 7B for function calling, demonstrating how to integrate external web APIs, execute custom SQL queries, and develop stable AI applications. By following this tutorial, viewers can learn how to effectively utilize open source LLMs for AI development. The tutorial provides a hands-on approach to function calling, allowing viewers to practice and implement the concepts learned.

Key Takeaways
  1. Install and set up Mistral 7B
  2. Integrate external web APIs with Mistral 7B
  3. Execute custom SQL queries using Mistral 7B
  4. Develop stable AI applications using function calling
  5. Test and refine function calling implementations
💡 Function calling with open source LLMs like Mistral 7B can significantly enhance the capabilities of Gen AI applications, allowing for the integration of external data sources and the execution of complex queries.

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