new faise and deps

pyproject.toml

@@ -5,9 +5,11 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
+    "accelerate>=1.10.0",
     "docx2txt>=0.9",
     "faiss-cpu>=1.12.0",
     "langchain-community>=0.3.27",
+    "langchain-huggingface>=0.3.1",
     "pip>=25.2",
     "pypdf>=6.0.0",
     "sentence-transformers>=5.1.0",

requirements.txt

@@ -1,3 +1,4 @@
+accelerate==1.10.0
 aiohappyeyeballs==2.6.1
 aiohttp==3.12.15
 aiosignal==1.4.0
@@ -37,6 +38,7 @@ jsonschema-specifications==2025.4.1
 langchain==0.3.27
 langchain-community==0.3.27
 langchain-core==0.3.74
+langchain-huggingface==0.3.1
 langchain-text-splitters==0.3.9
 langsmith==0.4.16
 MarkupSafe==3.0.2
@@ -53,6 +55,7 @@ pandas==2.3.2
 pillow==11.3.0
 propcache==0.3.2
 protobuf==6.32.0
+psutil==7.0.0
 pyarrow==21.0.0
 pydantic==2.11.7
 pydantic-settings==2.10.1

uv.lock

@@ -8,6 +8,25 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 
+[[package]]
+name = "accelerate"
+version = "1.10.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "huggingface-hub" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "packaging" },
+    { name = "psutil" },
+    { name = "pyyaml" },
+    { name = "safetensors" },
+    { name = "torch" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f7/66/be171836d86dc5b8698b3a9bf4b9eb10cb53369729939f88bf650167588b/accelerate-1.10.0.tar.gz", hash = "sha256:8270568fda9036b5cccdc09703fef47872abccd56eb5f6d53b54ea5fb7581496", size = 392261, upload-time = "2025-08-07T10:54:51.664Z" }
+wheels = [
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+]
+
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.6.1"
@@ -786,6 +805,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4d/26/545283681ac0379d31c7ad0bac5f195e1982092d76c65ca048db9e3cec0e/langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7", size = 443453, upload-time = "2025-08-07T20:47:03.853Z" },
 ]
 
+[[package]]
+name = "langchain-huggingface"
+version = "0.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "huggingface-hub" },
+    { name = "langchain-core" },
+    { name = "tokenizers" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/3f/15/f832ae485707bf52f9a8f055db389850de06c46bc6e3e4420a0ef105fbbf/langchain_huggingface-0.3.1.tar.gz", hash = "sha256:0a145534ce65b5a723c8562c456100a92513bbbf212e6d8c93fdbae174b41341", size = 25154, upload-time = "2025-07-22T17:22:26.77Z" }
+wheels = [
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+]
+
 [[package]]
 name = "langchain-text-splitters"
 version = "0.3.9"
@@ -1569,9 +1602,11 @@ name = "poc-test"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "accelerate" },
     { name = "docx2txt" },
     { name = "faiss-cpu" },
     { name = "langchain-community" },
+    { name = "langchain-huggingface" },
     { name = "pip" },
     { name = "pypdf" },
     { name = "sentence-transformers" },
@@ -1581,9 +1616,11 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
+    { name = "accelerate", specifier = ">=1.10.0" },
     { name = "docx2txt", specifier = ">=0.9" },
     { name = "faiss-cpu", specifier = ">=1.12.0" },
     { name = "langchain-community", specifier = ">=0.3.27" },
+    { name = "langchain-huggingface", specifier = ">=0.3.1" },
     { name = "pip", specifier = ">=25.2" },
     { name = "pypdf", specifier = ">=6.0.0" },
     { name = "sentence-transformers", specifier = ">=5.1.0" },
@@ -1694,6 +1731,21 @@ wheels = [
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 ]
 
+[[package]]
+name = "psutil"
+version = "7.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2a/80/336820c1ad9286a4ded7e845b2eccfcb27851ab8ac6abece774a6ff4d3de/psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456", size = 497003, upload-time = "2025-02-13T21:54:07.946Z" }
+wheels = [
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 [[package]]
 name = "pyarrow"
 version = "21.0.0"