Add InMemory and HnswLib vector stores #1
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Signed-off-by: anna-charlotte <charlotte.gerhaher@jina.ai>
…implementation Signed-off-by: anna-charlotte <charlotte.gerhaher@jina.ai>
Signed-off-by: anna-charlotte <charlotte.gerhaher@jina.ai>
Signed-off-by: anna-charlotte <charlotte.gerhaher@jina.ai>
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JoanFM
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Apr 27, 2023
Signed-off-by: anna-charlotte <charlotte.gerhaher@jina.ai>
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without --no-sandbox param, load documents from url by selenium in
chrome occured error below:
```Traceback (most recent call last):
File "/data//playgroud/try_langchain.py", line 343, in <module>
langchain_doc_loader()
File "/data//playgroud/try_langchain.py", line 67, in langchain_doc_loader
documents = loader.load()
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/langchain/document_loaders/url_selenium.py", line 102, in load
driver = self._get_driver()
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/langchain/document_loaders/url_selenium.py", line 76, in _get_driver
return Chrome(options=chrome_options)
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/chrome/webdriver.py", line 80, in __init__
super().__init__(
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/chromium/webdriver.py", line 104, in __init__
super().__init__(
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/remote/webdriver.py", line 286, in __init__
self.start_session(capabilities, browser_profile)
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/remote/webdriver.py", line 378, in start_session
response = self.execute(Command.NEW_SESSION, parameters)
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/remote/webdriver.py", line 440, in execute
self.error_handler.check_response(response)
File "/install/anaconda3-env/envs/python3.10/lib/python3.10/site-packages/selenium/webdriver/remote/errorhandler.py", line 245, in check_response
raise exception_class(message, screen, stacktrace)
selenium.common.exceptions.WebDriverException: Message: unknown error: Chrome failed to start: exited abnormally.
(unknown error: DevToolsActivePort file doesn't exist)
(The process started from chrome location /usr/bin/google-chrome is no longer running, so ChromeDriver is assuming that Chrome has crashed.)
Stacktrace:
#0 0x55cf8da1bfe3 <unknown>
#1 0x55cf8d75ad36 <unknown>
langchain-ai#2 0x55cf8d783b20 <unknown>
langchain-ai#3 0x55cf8d77fa9b <unknown>
langchain-ai#4 0x55cf8d7c1af7 <unknown>
langchain-ai#5 0x55cf8d7c111f <unknown>
langchain-ai#6 0x55cf8d7b8693 <unknown>
langchain-ai#7 0x55cf8d78b03a <unknown>
langchain-ai#8 0x55cf8d78c17e <unknown>
langchain-ai#9 0x55cf8d9dddbd <unknown>
langchain-ai#10 0x55cf8d9e1c6c <unknown>
langchain-ai#11 0x55cf8d9eb4b0 <unknown>
langchain-ai#12 0x55cf8d9e2d63 <unknown>
langchain-ai#13 0x55cf8d9b5c35 <unknown>
langchain-ai#14 0x55cf8da06138 <unknown>
langchain-ai#15 0x55cf8da062c7 <unknown>
langchain-ai#16 0x55cf8da14093 <unknown>
langchain-ai#17 0x7f3da31a72de start_thread
```
add option `chrome_options.add_argument("--no-sandbox")` for chrome.
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Add an InMemory and HnswLib vector store to LangChain using DocArray's DocIndex.