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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 empower intelligent app creation without incurring API call fees. A new course on freeCodeCamp.org, developed in collaboration with Scrimba, imparts this skill. Spanning over 25 lessons, participants delve into Mistral's models and tools, crafting apps ranging from basic chat completions to sophisticated features such as Retrieval-Augmented Generation (RAG) and function calling. Key topics encompass setting up vector databases, mastering semantic search, and leveraging Ollama for local model deployment. This course is ideal for rapid, comprehensive learning in AI app development.
Retrieval-Augmented Generation (RAG) is a technique that enhances AI's capability to retrieve and generate information in response to specific queries, thereby improving the relevance and depth of AI responses.
Vector databases store data as vectors, facilitating efficient and precise retrieval through similarity searches. This is essential for AI applications that demand swift, relevant access to information.
| 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. |