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Learn to Build Intelligent Apps with Mistral AI in New FreeCodeCamp Course
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Open source LLMs from Mistral AI enable intelligent app creation without API call fees. A new course on freeCodeCamp.org, developed with Scrimba, teaches this skill. Over 25 lessons, learners explore Mistral's models and tools, building apps from simple chat completions to advanced features like Retrieval-Augmented Generation (RAG) and function calling. Key topics include setting up vector databases, semantic search, and using Ollama for local model deployment. Ideal for quick, comprehensive learning in AI app development.
Retrieval-Augmented Generation (RAG): A technique enhancing AI's ability to retrieve and generate information based on specific queries, improving the relevance and depth of AI responses.
Vector databases: Databases that store data as vectors, enabling efficient and accurate retrieval through similarity searches, crucial for AI applications requiring quick, relevant information access.
| Scores | Value | Explanation |
|---|---|---|
| Objectivity | 5 | Content provides balanced information on the course and its benefits. |
| Social Impact | 3 | Content may influence some interest in AI learning but lacks broad impact. |
| Credibility | 5 | Content is credible, based on a real course and technology. |
| Potential | 4 | Content could trigger interest in AI app development among learners. |
| Practicality | 5 | Content directly relates to practical skills in AI app development. |
| Entertainment Value | 3 | Content is informative but lacks typical entertainment elements. |