[Bug]: ModuleNotFoundError: No module named 'llama_index.readers.schema'

[qilong-zhang]

Bug Description

This is my package version

llama-hub                                0.0.79.post1
llama-index                              0.10.7
llama-index-agent-openai                 0.1.1
llama-index-core                         0.10.6.post1
llama-index-embeddings-openai            0.1.1
llama-index-legacy                       0.9.48
llama-index-llms-openai                  0.1.2
llama-index-multi-modal-llms-openai      0.1.1
llama-index-program-openai               0.1.2
llama-index-question-gen-openai          0.1.1
llama-index-readers-file                 0.1.3
llamaindex-py-client                     0.1.13
exa-py                                   1.0.8

If I want to import ExaToolSpec,

from llama_hub.tools.exa.base import ExaToolSpec 

it will report a bug:

  File "/root/RAG/test.py", line 4, in <module>
    from llama_hub.tools.exa.base import ExaToolSpec 
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/__init__.py", line 2, in <module>
    from llama_hub.tools.exa.base import (
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/base.py", line 6, in <module>
    from llama_index.readers.schema.base import Document
ModuleNotFoundError: No module named 'llama_index.readers.schema'

Version

0.10.7

Steps to Reproduce

from llama_hub.tools.exa.base import ExaToolSpec

The above line will report this error

  File "/root/RAG/test.py", line 4, in <module>
    from llama_hub.tools.exa.base import ExaToolSpec 
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/__init__.py", line 2, in <module>
    from llama_hub.tools.exa.base import (
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/base.py", line 6, in <module>
    from llama_index.readers.schema.base import Document
ModuleNotFoundError: No module named 'llama_index.readers.schema'

Relevant Logs/Tracbacks

No response

[dosubot]

🤖

Hey there, @qilong-zhang! Great to see you back with us. Hope you're doing well!

Based on the context provided, it seems like there's a discrepancy between the import statement in your code and the actual structure of the LlamaIndex package. The error message indicates that the module 'llama_index.readers.schema' cannot be found, which aligns with the information from the context that there is no such module in the LlamaIndex codebase.

The import statement in your code should be updated to match the actual structure of the LlamaIndex package. According to a similar solved issue in the LlamaIndex repository, the 'Document' class should be imported from 'llama_index.core.schema' instead of 'llama_index.readers.schema'. Here's the corrected import statement:

from llama_index.core.schema import Document

You can refer to the solved issue [Bug]: Document for more details.

Additionally, please ensure that the LlamaIndex package is correctly installed in your Python environment. You can verify this by running the following command in your terminal:

pip install llama_index

And to check if the Python interpreter you're using is the one where LlamaIndex is installed, you can run:

python -c "import llama_index; print(llama_index.__path__)"

This will print the path where the llama_index package is installed. If this path is not in the Python path of your current environment, you'll need to add it.

If you're still facing issues after making these changes, please provide more information about your Python environment and how you're running your code.

Sources

• [Bug]: Document
• llama-index-integrations/tools/llama-index-tools-exa/llama_index/tools/exa/base.py
• llama-index-legacy/llama_index/legacy/schema.py

About Dosu

This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research.

Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant.

If you want to continue the conversation, start your reply with @dosu-bot.

[qilong-zhang]

@dosu-bot This works for me. But after I changed it, I had another problem

Traceback (most recent call last):
  File "/root/RAG/test.py", line 4, in <module>
    from llama_hub.tools.exa.base import ExaToolSpec
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/__init__.py", line 2, in <module>
    from llama_hub.tools.exa.base import (
  File "/root/mambaforge3/envs/rag/lib/python3.9/site-packages/llama_hub/tools/exa/base.py", line 7, in <module>
    from llama_index.tools.tool_spec.base import BaseToolSpec
ModuleNotFoundError: No module named 'llama_index.tools'

[dosubot]

🤖

Based on the traceback you've provided, it seems like the import statement in your code is trying to import ExaToolSpec from llama_hub.tools.exa.base, but the actual location of ExaToolSpec is in llama_index.tools.exa.base.

You can correct your import statement as follows:

from llama_index.tools.exa.base import ExaToolSpec

This should resolve the ModuleNotFoundError you're encountering.

If the error persists, it's possible that the llama_index package is not correctly installed or not available in your Python environment. You can verify the installation with the command pip show llama_index. If the package is not installed, you can install it with pip install llama_index==0.10.7 (replace 0.10.7 with the version you want to install).

In case you're still facing issues, it might be helpful to create a fresh virtual environment and install the llama_index package there. This can help isolate the issue and avoid conflicts with other packages. Here's how you can do it:

python -m venv venv
source venv/bin/activate
pip install llama_index==0.10.7

Please let me know if this helps or if you need further assistance. You can refer to these similar solved issues for more context:

• [Question]: How to use code_interpreter tool from llama hub
• [Bug]: Module not found

For more information about the structure of the llama_index.tools module, you can refer to the llama-index-core/llama_index/core/tools/init.py file in the LlamaIndex codebase.

Sources

• [Question]: How to use code_interpreter tool from llama hub
• [Bug]: Module not found
• llama-index-integrations/tools/llama-index-tools-exa/llama_index/tools/exa/base.py
• llama-index-core/llama_index/core/tools/init.py

About Dosu

This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research.

Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant.

If you want to continue the conversation, start your reply with @dosu-bot.

[qilong-zhang]

@dosubot I still have trouble. When I run

import llama_index.tools

It reports

Traceback (most recent call last):
  File "/root/RAG/2_LlamaIndex + Metaphor.py", line 3, in <module>
    import llama_index.tools
ModuleNotFoundError: No module named 'llama_index.tools'

But if I run

import llama_index

It is ok.

[dosubot]

🤖

Based on the information you've provided and the context from the LlamaIndex repository, it seems like the 'tools' module should be a part of the 'llama_index' package in version 0.10.7. However, the 'ModuleNotFoundError' suggests that the 'tools' module might not be properly installed or available in your current environment.

A similar issue was resolved by creating a fresh virtual environment and reinstalling the necessary packages. Here's how you can do it:

python -m venv venv
source venv/bin/activate
pip install llama-index llama-index-tools-code-interpreter

This solution was confirmed to be helpful in a similar issue in the LlamaIndex repository.

If the problem persists, it would be helpful to check the 'pyproject.toml' file in your project. Make sure that the 'tools' module is included in the project dependencies. If it's not, you might need to add it manually.

Please let me know if this helps or if you need further assistance.

Sources

• [Question]: How to use code_interpreter tool from llama hub
• llama-index-integrations/tools/llama-index-tools-python-file/pyproject.toml
• llama-index-core/llama_index/core/tools/init.py

About Dosu

This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research.

Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant.

If you want to continue the conversation, start your reply with @dosu-bot.

[logan-markewich]

@qilong-zhang llama-hub (the package that is) is deprecated with v0.10.x of llama-index

[logan-markewich]

@qilong-zhang try starting with a fresh venv and see if that helps

[logan-markewich]

In a new terminal

pip uninstall llama-index  # just in case it was installed globally 
python -m venv venv
source venv/bin/activate
pip install llama-index

[qilong-zhang]

@logan-markewich Thanks for your reply.