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iusztinpaul authored Aug 12, 2024
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Expand Up @@ -67,7 +67,7 @@ You will also **learn** to **leverage MLOps best practices**, such as experiment

- Consume messages from a queue through a [Bytewax](https://github.com/bytewax/bytewax?utm_source=github&utm_medium=decodingml&utm_campaign=2024_q1) streaming pipeline.
- Every message will be cleaned, chunked, embedded and loaded into a [Qdrant](https://qdrant.tech/?utm_source=decodingml&utm_medium=referral&utm_campaign=llm-course) vector DB in real-time.
In the bonus series, we refactor the cleaning, chunking, and embedding logic using [Superlinked](https://rebrand.ly/superlinked-github), a specialized vector compute engine. We will also load and index the vectors to [Redis vector search](https://redis.io/solutions/vector-search/).
- In the bonus series, we refactor the cleaning, chunking, and embedding logic using [Superlinked](https://rebrand.ly/superlinked-github), a specialized vector compute engine. We will also load and index the vectors to [Redis vector search](https://redis.io/solutions/vector-search/).
- ☁️ Deployed on [AWS](https://aws.amazon.com/).

### The training pipeline
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