davidmezzetti commited on
Commit
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Files changed (5) hide show
  1. .gitattributes +2 -0
  2. README.md +26 -0
  3. config.json +18 -0
  4. documents +3 -0
  5. embeddings +3 -0
.gitattributes CHANGED
@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ documents filter=lfs diff=lfs merge=lfs -text
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+ embeddings filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,3 +1,29 @@
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  ---
 
 
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  license: apache-2.0
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ inference: false
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+ language: en
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  license: apache-2.0
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+ library_name: txtai
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+ tags:
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+ - sentence-similarity
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  ---
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+
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+ # Introducing txtai model
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+
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+ This is a saved [txtai](https://github.com/neuml/txtai) embeddings index from the [Introducing txtai](https://colab.research.google.com/github/neuml/txtai/blob/master/examples/01_Introducing_txtai.ipynb) example notebook.
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+
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+ txtai must be [installed](https://neuml.github.io/txtai/install/) to use this model.
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+
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+ ## Example
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+
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+ Version 5.4 added support for loading embeddings indexes from the Hugging Face Hub. See the example below.
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+
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+ ```python
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+ from txtai.embeddings import Embeddings
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+
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+ # Load the index from the HF Hub
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+ embeddings = Embeddings()
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+ embeddings.load(provider="huggingface-hub", container="NeuML/txtai-intro")
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+
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+ # Run a search
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+ embeddings.search("Tell me a feel good story")
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+ ```
config.json ADDED
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+ {
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+ "format": "json",
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+ "path": "sentence-transformers/nli-mpnet-base-v2",
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+ "content": true,
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+ "dimensions": 768,
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+ "backend": "faiss",
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+ "offset": 6,
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+ "build": {
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+ "create": "2023-02-16T21:50:20Z",
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+ "python": "3.7.16",
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+ "settings": {
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+ "components": "IDMap,Flat"
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+ },
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+ "system": "Linux (x86_64)",
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+ "txtai": "5.4.0"
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+ },
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+ "update": "2023-02-16T21:50:20Z"
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+ }
documents ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d53249962e8c142842b577c5639bb0694d64647462cbb85ee29f019188b9bb8a
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+ size 28672
embeddings ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:85f580910c5592932bc95f4fda31b21053114271ff30d6e51430b91fe78ce31d
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+ size 18570