RAG with Mistral AI!
Hugging Face
Company
Semantic Search
Topic
Vector Similarity Search
Technique
Vector Search
Technique
Mistral
Company
Mistral Large
Model
Retrieval Augmented Generation
Technique
RAG
Technique
Pinecone Vector Database
Tool
Mixtral
Company
Pinecone
Tool
Workshop
Format
Intermediate
Level
Python
Tool
We build an RAG pipeline using Mistral AI's mistral-embed and mistral-large, using Pinecone vector DB as our knowledge base. 📌 Code: https://github.com/pinecone-io/examples/blob/master/integrations/mistralai/mistral-rag.ipynb 🌟 Build Better Agents + RAG: https://platform.aurelio.ai (use "JBMARCH2025" coupon code for $20 free credits) 👾 Discord: https://discord.gg/c5QtDB9RAP Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ #artificialintelligence #mistralai #rag #llm 00:00 RAG with Mistral and Pinecone 01:07 Mistral API in Python 01:44 Setting up Vector DB 03:14 Mistral Embeddings 04:12 Creating Pinecone Index 08:24 RAG with Mistral 11:20 Final Thoughts on Mistral
