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fix titles
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@@ -1,11 +1,11 @@
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---
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title: Blog-Reading Web Scraper Chatbot on Scaleway
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title: Blog-Reading RAG Chatbot on Scaleway
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weight: 35
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aliases:
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- /documentation/tutorials/rag-chatbot-scaleway/
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---
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# Blog-Reading Web Scraper Chatbot on Scaleway
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# Blog-Reading RAG Chatbot on Scaleway
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| Time: 90 min | Level: Advanced |[GitHub](https://github.com/qdrant/examples/blob/master/langchain-lcel-rag/Langchain-LCEL-RAG-Demo.ipynb)| |
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@@ -153,9 +153,10 @@ Personal ratings are converted into a sparse vector representation suitable for
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Let's try to recommend something for ourselves:
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```
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1 = Like
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-1 = dislike
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```
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```python
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# Search with movies[movies.title.str.contains("Matrix", case=False)].
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