Video course · 15 chapters · 84 min · certificate
Learn Mistral AI – JavaScript Tutorial
Build intelligent apps with Mistral AI in JavaScript: La Plateforme, the chat completion API, Mistral's models, RAG with embeddings, LangChain chunking and a Supabase vector database, function calling with multiple tools, and running Mistral locally with Ollama.
What you'll learn
- Use Mistral's chat completion API
- Choose between Mistral models
- Build RAG with embeddings and a vector DB
- Chunk text with LangChain
- Implement function calling
- Run Mistral locally
Chapters
15 chapters · 84:04-
7:08
01Intro Members
Welcome and intro to Mistral
Sophia Yang.
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8:12
02Chat Members
Chat completion API
JS client.
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4:34
03Models Members
Mistral's models
Pick the right one.
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4:25
04RAG Members
What is RAG?
Internal docs.
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6:16
05Embeddings Members
What are embeddings?
Meaning as vectors.
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4:52
06Chunking Members
Chunking text with LangChain
Split documents.
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4:24
07Embed Members
splitDocument and first embedding
Refactor and embed.
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4:43
08Batch Members
Embedding all chunks
Prepare for DB.
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6:02
09Vector DB Members
Vector database setup and upload
Supabase/Postgres.
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4:54
10Query Members
Query and create completion
Similarity search.
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4:56
11Improve Members
Improve retrieval and generation
Better results.
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5:20
12Tools Members
Function calling
Let the model call functions.
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6:14
13Multi-tool Members
Adding a second function
Unpack arguments.
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6:41
14Loop Members
Making the call and messages
Complete the agent.
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5:23
15Local Members
Running Mistral locally
Ollama.
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