Files
gpt_academic/request_llms/embed_models/bridge_all_embed.py
binary-husky 8042750d41 Master 4.0 (#2210)
* stage academic conversation

* stage document conversation

* fix buggy gradio version

* file dynamic load

* merge more academic plugins

* accelerate nltk

* feat: 为predict函数添加文件和URL读取功能
- 添加URL检测和网页内容提取功能,支持自动提取网页文本
- 添加文件路径识别和文件内容读取功能,支持private_upload路径格式
- 集成WebTextExtractor处理网页内容提取
- 集成TextContentLoader处理本地文件读取
- 支持文件路径与问题组合的智能处理

* back

* block unstable

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Co-authored-by: XiaoBoAI <liuboyin2019@ia.ac.cn>
2025-08-23 15:59:22 +08:00

38 lines
1.7 KiB
Python

import tiktoken, copy, re
from functools import lru_cache
from concurrent.futures import ThreadPoolExecutor
from toolbox import get_conf, trimmed_format_exc, apply_gpt_academic_string_mask, read_one_api_model_name
# Endpoint 重定向
API_URL_REDIRECT, AZURE_ENDPOINT, AZURE_ENGINE = get_conf("API_URL_REDIRECT", "AZURE_ENDPOINT", "AZURE_ENGINE")
openai_endpoint = "https://api.openai.com/v1/chat/completions"
if not AZURE_ENDPOINT.endswith('/'): AZURE_ENDPOINT += '/'
azure_endpoint = AZURE_ENDPOINT + f'openai/deployments/{AZURE_ENGINE}/chat/completions?api-version=2023-05-15'
if openai_endpoint in API_URL_REDIRECT: openai_endpoint = API_URL_REDIRECT[openai_endpoint]
openai_embed_endpoint = openai_endpoint.replace("chat/completions", "embeddings")
from request_llms.embed_models.openai_embed import OpenAiEmbeddingModel
embed_model_info = {
# text-embedding-3-small Increased performance over 2nd generation ada embedding model | 1,536
"text-embedding-3-small": {
"embed_class": OpenAiEmbeddingModel,
"embed_endpoint": openai_embed_endpoint,
"embed_dimension": 1536,
},
# text-embedding-3-large Most capable embedding model for both english and non-english tasks | 3,072
"text-embedding-3-large": {
"embed_class": OpenAiEmbeddingModel,
"embed_endpoint": openai_embed_endpoint,
"embed_dimension": 3072,
},
# text-embedding-ada-002 Most capable 2nd generation embedding model, replacing 16 first generation models | 1,536
"text-embedding-ada-002": {
"embed_class": OpenAiEmbeddingModel,
"embed_endpoint": openai_embed_endpoint,
"embed_dimension": 1536,
},
}