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fix examples and sidebar
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@@ -1,6 +1,6 @@
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---
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title: Aleph Alpha Search
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weight: 15
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weight: 16
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---
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# Multimodal Semantic Search with Aleph Alpha
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---
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title: Simple Neural Search
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weight: 14
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weight: 15
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---
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# Create a Simple Neural Search Service
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@@ -1,6 +1,6 @@
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---
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title: Semantic Search for Beginners
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weight: 1
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weight: 14
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---
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# Semantic Search for Beginners
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@@ -114,6 +114,15 @@ for hit in hits:
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print(hit.payload, "score:", hit.score)
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```
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**Response:**
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The search engine shows three of the most likely responses that have to do with the alien invasion. Each of the responses is assigned a score to show how close the response is to the original inquiry.
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```python
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{'name': 'The War of the Worlds', 'description': 'A Martian invasion of Earth throws humanity into chaos.', 'author': 'H.G. Wells', 'year': 1898} score: 0.570093257022374
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{'name': "The Hitchhiker's Guide to the Galaxy", 'description': 'A comedic science fiction series following the misadventures of an unwitting human and his alien friend.', 'author': 'Douglas Adams', 'year': 1979} score: 0.5040468703143637
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{'name': 'The Three-Body Problem', 'description': 'Humans encounter an alien civilization that lives in a dying system.', 'author': 'Liu Cixin', 'year': 2008} score: 0.45902943411768216
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```
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### Narrow down the query
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How about the most recent book from the early 2000s?
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@@ -137,3 +146,11 @@ hits = qdrant.search(
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for hit in hits:
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print(hit.payload, "score:", hit.score)
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```
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**Response:**
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The query has been narrowed down to one result from 2008.
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```python
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{'name': 'The Three-Body Problem', 'description': 'Humans encounter an alien civilization that lives in a dying system.', 'author': 'Liu Cixin', 'year': 2008} score: 0.45902943411768216
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```
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