build: drop fastembed is not longer used

This commit is contained in:
Lucas Gomide
2025-06-02 17:27:35 -03:00
parent 6ebfb57f9e
commit 41925a7728
3 changed files with 206 additions and 307 deletions

View File

@@ -52,7 +52,6 @@ embeddings = [
"tiktoken~=0.7.0"
]
agentops = ["agentops>=0.3.0"]
fastembed = ["fastembed>=0.4.1"]
pdfplumber = [
"pdfplumber>=0.11.4",
]

View File

@@ -1,93 +0,0 @@
from pathlib import Path
from typing import List, Optional, Union
import numpy as np
from .base_embedder import BaseEmbedder
try:
from fastembed_gpu import TextEmbedding # type: ignore
FASTEMBED_AVAILABLE = True
except ImportError:
try:
from fastembed import TextEmbedding
FASTEMBED_AVAILABLE = True
except ImportError:
FASTEMBED_AVAILABLE = False
class FastEmbed(BaseEmbedder):
"""
A wrapper class for text embedding models using FastEmbed
"""
def __init__(
self,
model_name: str = "BAAI/bge-small-en-v1.5",
cache_dir: Optional[Union[str, Path]] = None,
):
"""
Initialize the embedding model
Args:
model_name: Name of the model to use
cache_dir: Directory to cache the model
gpu: Whether to use GPU acceleration
"""
if not FASTEMBED_AVAILABLE:
raise ImportError(
"FastEmbed is not installed. Please install it with: "
"uv pip install fastembed or uv pip install fastembed-gpu for GPU support"
)
self.model = TextEmbedding(
model_name=model_name,
cache_dir=str(cache_dir) if cache_dir else None,
)
def embed_chunks(self, chunks: List[str]) -> List[np.ndarray]:
"""
Generate embeddings for a list of text chunks
Args:
chunks: List of text chunks to embed
Returns:
List of embeddings
"""
embeddings = list(self.model.embed(chunks))
return embeddings
def embed_texts(self, texts: List[str]) -> List[np.ndarray]:
"""
Generate embeddings for a list of texts
Args:
texts: List of texts to embed
Returns:
List of embeddings
"""
embeddings = list(self.model.embed(texts))
return embeddings
def embed_text(self, text: str) -> np.ndarray:
"""
Generate embedding for a single text
Args:
text: Text to embed
Returns:
Embedding array
"""
return self.embed_texts([text])[0]
@property
def dimension(self) -> int:
"""Get the dimension of the embeddings"""
# Generate a test embedding to get dimensions
test_embed = self.embed_text("test")
return len(test_embed)

419
uv.lock generated
View File

@@ -1,37 +1,96 @@
version = 1
revision = 1
requires-python = ">=3.10, <3.14"
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{ name = "triton", marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
{ name = "triton", marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and platform_system == 'Linux'" },
{ name = "typing-extensions" },
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@@ -5520,7 +5462,7 @@ name = "tqdm"
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source = { registry = "https://pypi.org/simple" }
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{ name = "colorama", marker = "sys_platform == 'win32'" },
{ name = "colorama", marker = "platform_system == 'Windows'" },
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@@ -5562,7 +5504,7 @@ name = "triton"
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{ name = "filelock", marker = "(python_full_version < '3.13' and platform_machine != 'aarch64' and platform_system != 'Darwin') or (python_full_version < '3.13' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
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@@ -5724,21 +5666,51 @@ name = "vcrpy"
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@@ -5755,21 +5727,51 @@ name = "vcrpy"
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"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
]
dependencies = [
{ name = "pyyaml", marker = "platform_python_implementation != 'PyPy'" },
@@ -5979,15 +5981,6 @@ wheels = [
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version = "1.1.0"
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wheels = [
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