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⌨️ Welcome to the course
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Classroom Contents
Learn Mistral AI - JavaScript Tutorial for Building Intelligent Apps
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- 1 ⌨️ Welcome to the course
- 2 ⌨️ Intro to Mistral by Sophia Yang
- 3 ⌨️ Sign up for La Plateforme
- 4 ⌨️ Mistral's Chat Completion API
- 5 ⌨️ Mistral's Chat Completion API - part 2
- 6 ⌨️ Mistral's models
- 7 ⌨️ What is RAG?
- 8 ⌨️ What are embeddings?
- 9 ⌨️ RAG - Chunking text with LangChain
- 10 ⌨️ RAG - Completing the splitDocument function
- 11 ⌨️ RAG - Creating our very first embedding
- 12 ⌨️ RAG - Challenge: embedding all chunks and preparing it for the vector db
- 13 ⌨️ Set up your vector database
- 14 ⌨️ Vector databases
- 15 ⌨️ RAG - Uploading data to the vector db
- 16 ⌨️ RAG - Query and Create completion
- 17 ⌨️ RAG - Improve the retrieval and complete the generation
- 18 ⌨️ Function calling
- 19 ⌨️ Function calling - Adding a second function
- 20 ⌨️ Function calling - Unpacking the function and arguments
- 21 ⌨️ Function calling - Making the call
- 22 ⌨️ Function calling - Updating the messages array
- 23 ⌨️ Function calling - Creating the loop
- 24 ⌨️ Running Mistral locally
- 25 ⌨️ Outro & recap - Mistral AI
- 26 Upon running this calculation through a state-of-the art calculator and cross referencing with advanced AI, we determined that 8 times 7 is actually 56.
