Initial version

.gitattributes

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+embeddings filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+inference: false
+language: en
+license:
+- cc-by-sa-3.0
+- gfdl
+library_name: txtai
+tags:
+- sentence-similarity
+datasets:
+- NeuML/constellations
+---
+
+# Astronomy txtai embeddings
+
+This is a [txtai](https://github.com/neuml/txtai) embeddings index for a filtered set of articles about astronomy from [txtai-wikipedia](https://hf.co/neuml/txtai-wikipedia) combined with this [dataset of stars by constellation](https://hf.co/datasets/neuml/constellations).
+
+txtai must be [installed](https://neuml.github.io/txtai/install/) to use this model.
+
+## Example
+
+This index can be loaded from the Hugging Face Hub with txtai as shown below.
+
+```python
+from txtai import Embeddings
+
+# Load the index from the HF Hub
+embeddings = Embeddings()
+embeddings.load(provider="huggingface-hub", container="neuml/txtai-astronomy")
+
+# Search for matching documents
+embeddings.search("potential habitable planets")
+```
+
+## More information
+
+Read more about this model and how it was built in [this article](https://neuml.hashnode.dev/parsing-the-s-with-txtai).

config.json

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+{
+  "path": "intfloat/e5-base",
+  "instructions": {
+    "query": "query: ",
+    "data": "passage: "
+  },
+  "faiss": {
+    "quantize": true,
+    "sample": 0.05
+  },
+  "content": true,
+  "graph": {
+    "approximate": true,
+    "topics": {},
+    "copyattributes": true,
+    "backend": "networkx"
+  },
+  "autoid": 1,
+  "dimensions": 768,
+  "backend": "faiss",
+  "offset": 15763,
+  "build": {
+    "create": "2025-02-10T21:54:34Z",
+    "python": "3.9.21",
+    "settings": {
+      "components": "IVF20,SQ8"
+    },
+    "system": "Linux (x86_64)",
+    "txtai": "8.3.0"
+  },
+  "update": "2025-02-10T21:54:34Z"
+}

documents

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embeddings

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