First release

README.md

@@ -39,7 +39,7 @@ Here's how you can use `apple-ocr`:
 2. **Initialization**: Create an instance of the `OCR` class, providing an image to be processed.
 
 ```python
-from hci import Speech2Interact
+from balena.hci import Speech2Interact
 
 actions = {
 		"validate": [
@@ -60,7 +60,6 @@ instance = Speech2Interact(
     sentence_similarity_model="sentence-transformers/all-mpnet-base-v2"
 )
 
-
 action = instance.recognize_speech(
 		duration=3
 )

pyproject.toml

@@ -0,0 +1,49 @@
+[project]
+name = "balena-cpu"
+version = "1.0.0"
+description = "BALanced Execution through Natural Activation : a human-computer interaction methodology for code running."
+readme = "README.md"
+keywords = ["transformers", "speech-recognition", "text-extraction", "execution", "speech-to-text", "NLP", "sentence-similarity", "speech-to-function", "sentence-transformers", "wav2vec2"]
+classifiers = [
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Intended Audience :: Education",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: Apache Software License",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development",
+    "Topic :: Software Development :: Libraries",
+    "Topic :: Software Development :: Libraries :: Python Modules"
+]
+
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[options]
+packages = ["find:"]
+install_requires = [
+    "faiss-cpu",
+    "numpy",
+    "scipy",
+    "sentence_transformers",
+    "nltk",
+    "pyaudio",
+    "torch",
+    "transformers"
+]
+
+[metadata]
+name = "balena-cpu"
+version = "1.0.0"
+license = "Apache License 2.0"
+author = "Louis Brulé Naudet"
+author_email = "louisbrulenaudet@icloud.com"
+description = "BALanced Execution through Natural Activation : a human-computer interaction methodology for code running."
+long_description = "file: README.md"
+long_description_content_type = "text/markdown"
+url = "https://github.com/louisbrulenaudet/balena"
+homepage = "https://github.com/louisbrulenaudet/balena"
+project_urls = {repository = "https://github.com/louisbrulenaudet/balena"}
+keywords = "transformers, speech-recognition, text-extraction, execution, speech-to-text, NLP, sentence-similarity, speech-to-function, sentence-transformers, wav2vec2"

src/balena/__init__.py

@@ -0,0 +1,5 @@
+# __init__.py
+
+# This file can be empty, or you can define package-level variables or settings here.
+# For example, you might define a variable like this:
+# version = "1.0.0"

embeddings.py → src/balena/embeddings.py

@@ -8,11 +8,11 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+import os
+
 import faiss
 import logging
 import numpy as np
-import os
-import pandas as pd
 
 import scipy.spatial.distance as distance
 from sentence_transformers import SentenceTransformer