OpenAIEmbeddings error trying to load chroma from Confluence

### System Info

Platform: Apple M1 Pro

Python version: Python 3.9.6

Dependencies:
aiohttp==3.8.5
aiosignal==1.3.1
anyio==3.7.1
async-timeout==4.0.2
atlassian-python-api==3.40.0
attrs==23.1.0
backoff==2.2.1
beautifulsoup4==4.12.2
blobfile==2.0.2
certifi==2023.7.22
charset-normalizer==3.2.0
chroma-hnswlib==0.7.2
chromadb==0.4.5
click==8.1.6
coloredlogs==15.0.1
dataclasses-json==0.5.14
Deprecated==1.2.14
exceptiongroup==1.1.2
fastapi==0.99.1
filelock==3.12.2
flatbuffers==23.5.26
frozenlist==1.4.0
h11==0.14.0
httptools==0.6.0
humanfriendly==10.0
idna==3.4
importlib-resources==6.0.0
langchain==0.0.252
langsmith==0.0.18
lxml==4.9.3
marshmallow==3.20.1
monotonic==1.6
mpmath==1.3.0
multidict==6.0.4
mypy-extensions==1.0.0
numexpr==2.8.4
numpy==1.25.2
oauthlib==3.2.2
onnxruntime==1.15.1
openai==0.27.8
openapi-schema-pydantic==1.2.4
overrides==7.3.1
packaging==23.1
Pillow==10.0.0
posthog==3.0.1
protobuf==4.23.4
pulsar-client==3.2.0
pycryptodomex==3.18.0
pydantic==1.10.12
PyPika==0.48.9
pytesseract==0.3.10
python-dateutil==2.8.2
python-dotenv==1.0.0
PyYAML==6.0.1
regex==2023.6.3
requests==2.31.0
requests-oauthlib==1.3.1
six==1.16.0
sniffio==1.3.0
soupsieve==2.4.1
SQLAlchemy==2.0.19
starlette==0.27.0
sympy==1.12
tenacity==8.2.2
tiktoken==0.4.0
tokenizers==0.13.3
tqdm==4.65.0
typing-inspect==0.9.0
typing_extensions==4.7.1
urllib3==1.25.11
uvicorn==0.23.2
uvloop==0.17.0
watchfiles==0.19.0
websockets==11.0.3
wrapt==1.15.0
yarl==1.9.2
zipp==3.16.2

### Who can help?

_No response_

### Information

- [ ] The official example notebooks/scripts
- [X] My own modified scripts

### Related Components

- [ ] LLMs/Chat Models
- [X] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [X] Document Loaders
- [X] Vector Stores / Retrievers
- [ ] Memory
- [ ] Agents / Agent Executors
- [ ] Tools / Toolkits
- [ ] Chains
- [ ] Callbacks/Tracing
- [ ] Async

### Reproduction

Intro:

I have some code to load my vector from confluence:

```python
from langchain.document_loaders import ConfluenceLoader
from langchain.text_splitter import CharacterTextSplitter, TokenTextSplitter, RecursiveCharacterTextSplitter
from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.vectorstores import Chroma
import pytesseract
import os


pytesseract.pytesseract.tesseract_cmd = "/opt/homebrew/bin/tesseract"
os.environ["OPENAI_API_KEY"] = "my_openai_key"
CONFLUENCE_URL = "confluence_path"
CONFLUENCE_TOKEN = "some_token"
CONFLUENCE_SPACE = "confluence_space"
PERSIST_DIRECTORY = "./chroma_db/"


def confluence_vector(force_reload: bool = False):
    # Init Openai Embeddings
    embeddings = OpenAIEmbeddings(model="text-embedding-ada-002", chunk_size=1, max_retries=10)

    # Check persist exists
    if PERSIST_DIRECTORY and os.path.exists(PERSIST_DIRECTORY) and not force_reload:
        vector = Chroma(persist_directory=PERSIST_DIRECTORY, embedding_function=embeddings)
        print("Chroma loaded")
        return vector
    else:
        loader = ConfluenceLoader(url=CONFLUENCE_URL,
                                  token=CONFLUENCE_TOKEN)
        documents = loader.load(
            space_key=CONFLUENCE_SPACE, limit=10, max_pages=1000
        )
        text_splitter = RecursiveCharacterTextSplitter(chunk_size=100, chunk_overlap=0)
        texts = text_splitter.split_documents(documents)
        #text_splitter = TokenTextSplitter(chunk_size=1000, chunk_overlap=10)
        #texts = text_splitter.split_documents(texts)
        print(texts)
        vector = Chroma.from_documents(documents=texts, embedding=embeddings, persist_directory=PERSIST_DIRECTORY)
        vector.persist()
        print("Chroma builded")
        return vector


if __name__ == '__main__':
    confluence_vector(force_reload=True)
``` 

Then after run I have an exception:

```
Traceback (most recent call last):
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connection.py", line 159, in _new_conn
    conn = connection.create_connection(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/util/connection.py", line 84, in create_connection
    raise err
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/util/connection.py", line 74, in create_connection
    sock.connect(sa)
TimeoutError: [Errno 60] Operation timed out

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 670, in urlopen
    httplib_response = self._make_request(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 381, in _make_request
    self._validate_conn(conn)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 978, in _validate_conn
    conn.connect()
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connection.py", line 309, in connect
    conn = self._new_conn()
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connection.py", line 171, in _new_conn
    raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x1357d2640>: Failed to establish a new connection: [Errno 60] Operation timed out

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/adapters.py", line 486, in send
    resp = conn.urlopen(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 726, in urlopen
    retries = retries.increment(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/urllib3/util/retry.py", line 446, in increment
    raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='openaipublic.blob.core.windows.net', port=443): Max retries exceeded with url: /encodings/cl100k_base.tiktoken (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1357d2640>: Failed to establish a new connection: [Errno 60] Operation timed out'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/main.py", line 47, in <module>
    confluence_vector(force_reload=True)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/main.py", line 40, in confluence_vector
    vector = Chroma.from_documents(documents=texts, embedding=embeddings, persist_directory=PERSIST_DIRECTORY)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 603, in from_documents
    return cls.from_texts(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 567, in from_texts
    chroma_collection.add_texts(texts=texts, metadatas=metadatas, ids=ids)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 187, in add_texts
    embeddings = self._embedding_function.embed_documents(texts)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 472, in embed_documents
    return self._get_len_safe_embeddings(texts, engine=self.deployment)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 325, in _get_len_safe_embeddings
    encoding = tiktoken.encoding_for_model(model_name)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken/model.py", line 75, in encoding_for_model
    return get_encoding(encoding_name)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken/registry.py", line 63, in get_encoding
    enc = Encoding(**constructor())
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken_ext/openai_public.py", line 64, in cl100k_base
    mergeable_ranks = load_tiktoken_bpe(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken/load.py", line 116, in load_tiktoken_bpe
    contents = read_file_cached(tiktoken_bpe_file)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken/load.py", line 39, in read_file_cached
    return read_file(blobpath)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken/load.py", line 24, in read_file
    resp = requests.get(blobpath)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/api.py", line 73, in get
    return request("get", url, params=params, **kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/api.py", line 59, in request
    return session.request(method=method, url=url, **kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/sessions.py", line 589, in request
    resp = self.send(prep, **send_kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/sessions.py", line 703, in send
    r = adapter.send(request, **kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/requests/adapters.py", line 519, in send
    raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPSConnectionPool(host='openaipublic.blob.core.windows.net', port=443): Max retries exceeded with url: /encodings/cl100k_base.tiktoken (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1357d2640>: Failed to establish a new connection: [Errno 60] Operation timed out'))
``` 

After that first I think about - is the network connection to the cl100k_base.tiktoken file
For double check I tried to wget this file, the output was like this (ip's and domains are fake):

```
Resolving proxy (someproxy)... 10.0.0.0
Connecting to someproxy (someproxy)|10.0.0.0|:3131... connected.
Proxy request sent, awaiting response... 200 OK
Length: 1681126 (1.6M) [application/octet-stream]
Saving to: ‘cl100k_base.tiktoken’

cl100k_base.tiktoken                           100%[=================================================================================================>]   1.60M  --.-KB/s    in 0.1s

2023-08-05 01:18:36 (14.4 MB/s) - ‘cl100k_base.tiktoken’ saved [1681126/1681126]
``` 

Ok then, for full transparency I tried to override .tiktoken file location in library files 

```
file location: /Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tiktoken_ext/openai_public.py
``` 

```python

...
def cl100k_base():
    mergeable_ranks = load_tiktoken_bpe(
        "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/cl100k_base.tiktoken"
    )
    special_tokens = {
        ENDOFTEXT: 100257,
        FIM_PREFIX: 100258,
        FIM_MIDDLE: 100259,
        FIM_SUFFIX: 100260,
        ENDOFPROMPT: 100276,
    }
    return {
        "name": "cl100k_base",
        "pat_str": r"""(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}{1,3}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+""",
        "mergeable_ranks": mergeable_ranks,
        "special_tokens": special_tokens,
    }
...

``` 

The file was accepted by lib and then I have this kind of exception:

```
Traceback (most recent call last):
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/main.py", line 47, in <module>
    confluence_vector(force_reload=True)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/main.py", line 40, in confluence_vector
    vector = Chroma.from_documents(documents=texts, embedding=embeddings, persist_directory=PERSIST_DIRECTORY)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 603, in from_documents
    return cls.from_texts(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 567, in from_texts
    chroma_collection.add_texts(texts=texts, metadatas=metadatas, ids=ids)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/vectorstores/chroma.py", line 187, in add_texts
    embeddings = self._embedding_function.embed_documents(texts)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 472, in embed_documents
    return self._get_len_safe_embeddings(texts, engine=self.deployment)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 358, in _get_len_safe_embeddings
    response = embed_with_retry(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 107, in embed_with_retry
    return _embed_with_retry(**kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tenacity/__init__.py", line 289, in wrapped_f
    return self(f, *args, **kw)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tenacity/__init__.py", line 379, in __call__
    do = self.iter(retry_state=retry_state)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tenacity/__init__.py", line 314, in iter
    return fut.result()
  File "/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/concurrent/futures/_base.py", line 438, in result
    return self.__get_result()
  File "/Applications/Xcode.app/Contents/Developer/Library/Frameworks/Python3.framework/Versions/3.9/lib/python3.9/concurrent/futures/_base.py", line 390, in __get_result
    raise self._exception
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/tenacity/__init__.py", line 382, in __call__
    result = fn(*args, **kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/langchain/embeddings/openai.py", line 104, in _embed_with_retry
    response = embeddings.client.create(**kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/openai/api_resources/embedding.py", line 33, in create
    response = super().create(*args, **kwargs)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/openai/api_resources/abstract/engine_api_resource.py", line 153, in create
    response, _, api_key = requestor.request(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/openai/api_requestor.py", line 298, in request
    resp, got_stream = self._interpret_response(result, stream)
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/openai/api_requestor.py", line 700, in _interpret_response
    self._interpret_response_line(
  File "/Users/pobabi1/PycharmProjects/langchainConflWithGPT/venv/lib/python3.9/site-packages/openai/api_requestor.py", line 763, in _interpret_response_line
    raise self.handle_error_response(
openai.error.InvalidRequestError: Invalid URL (GET /embeddings)

``` 

For double-check this moment I tried to use /embeddings API from curl with default request and it fully works:

```
curl https://api.openai.com/v1/embeddings \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $OPENAI_API_KEY" \
  -d '{
    "input": "Your text string goes here",
    "model": "text-embedding-ada-002"
  }'
``` 

```
{
  "object": "list",
  "data": [
    {
      "object": "embedding",
      "index": 0,
      "embedding": [
        -0.006968617,
        -0.0052718227,
        0.011901081,
        -0.024984878,
        -0.024554798,
        0.039674748,
        -0.010140447,
        -0.009481888,
        -0.013245076,
        -0.010006047,
        -0.011511322,
        0.0077750143,
        -0.014138834,
        0.0077414145,
        0.010147166,
        -0.0050131036,
        0.022942005,
        -0.0016287547,
        0.01498555,
        -0.010281566,
        0.004858544,
        0.012472278,
        0.004835024,
        0.010819164,
        -0.006615818,
        -0.00035090884,
        0.0055708615,
        -0.012613398,
        0.016369866,
        0.0044587054,
        0.006639338,
        -0.0071164565,
        -0.01516027,
        -0.006625898,
        -0.0185337,
        0.0040622265,
        0.0031785495,
        -0.018963777,
        0.03032054,
        -0.0075263754,
        0.0081177335,
        0.009481888,
        -0.0011029163,
        -0.00044225855,
        -0.008776291,
        -0.028600225,
        0.0028996705,
        0.0092802895,
        0.016463945,
        0.006431019,
        0.019380417,
        0.014730191,
        -0.025643434,
        -0.009911967,
        -0.003311269,
        0.014837711,
        -0.03690612,
        0.014058193,
        0.013446676,
        0.0043948656,
        -0.004841744,
        0.0032171893,
        -0.011040923,
        0.002407432,
        -0.014138834,
        -0.018587459,
        -0.024702638,
        -0.0035011084,
        0.01803642,
        0.008480612,
        0.034083728,
        0.01518715,
        0.014071633,
        -0.006672938,
        0.022041528,
        0.022122167,
        0.005359182,
        0.020885691,
        0.008312613,
        -0.011948121,
        0.0076540546,
        -0.025065517,
        0.010684765,
        0.016786505,
        0.009475169,
        -0.000614458,
        -0.0028929505,
        0.028949665,
        -0.03292789,
        -0.03045494,
        0.0076607745,
        0.020200253,
        0.009972447,
        0.018063301,
        -0.005668301,
        0.008285733,
        -0.010281566,
        0.020361533,
        0.022283446,
        -0.034621324,
        0.005426382,
        0.013318996,
        -0.017324103,
        -0.008137893,
        -0.029782942,
        0.017713862,
        0.021503929,
        -0.016759625,
        0.016316107,
        0.0038203073,
        -0.029137824,
        0.012143,
        -0.01815738,
        -0.017337542,
        0.0030122302,
        0.016894024,
        0.010778844,
        -0.014031313,
        -0.021436729,
        -0.03026678,
        0.009959007,
        0.012687318,
        0.03018614,
        -0.017754182,
        0.026436392,
        0.019568576,
        -0.0058598206,
        -0.031315096,
        0.0067770975,
        -0.0019471135,
        0.037443716,
        0.024447279,
        0.010765404,
        0.014864591,
        -0.013157717,
        0.022821045,
        -0.03604596,
        0.0025317515,
        -0.027417509,
        -0.012808277,
        0.012895637,
        0.026960552,
        0.0029114303,
        -0.0031382297,
        0.012613398,
        0.011087963,
        -0.0022898323,
        -0.0105167655,
        0.021490488,
        -0.013124117,
        -0.002716551,
        0.0041126264,
        0.0049727834,
        -0.01495867,
        -0.010563805,
        0.017203143,
        0.0052919826,
        0.008023653,
        0.0019823934,
        -0.0299711,
        0.011007324,
        0.009300449,
        0.016894024,
        -0.014649551,
        0.033949327,
        0.05112559,
        -0.0037195077,
        0.0053491024,
        -0.0059236605,
        -0.0082790125,
        -0.029567903,
        0.028546466,
        -0.06413547,
        0.0126066785,
        -0.041368183,
        0.0038471874,
        0.026181033,
        0.013345876,
        -0.02076473,
        -0.018990656,
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    }
  ],
  "model": "text-embedding-ada-002-v2",
  "usage": {
    "prompt_tokens": 5,
    "total_tokens": 5
  }
}

``` 

Please. help me out, I'm totally frustrated, because the embedding method was /POST type, but after overriding library calls /GET embeddings



### Expected behavior

A few weeks ago this code works correct, and I don't mind where the problem can be