"chromadb 0.4.24 depends on onnxruntime>=1.14.1" on python 3.12.3

[prescriptionlifeline]

When I do pip3 install crewai I get this error:

ERROR: Cannot install embedchain because these package versions have conflicting dependencies.

The conflict is caused by:
    chromadb 0.4.24 depends on onnxruntime>=1.14.1
    chromadb 0.4.23 depends on onnxruntime>=1.14.1
    chromadb 0.4.22 depends on onnxruntime>=1.14.1
    chromadb 0.4.21 depends on onnxruntime>=1.14.1
    chromadb 0.4.20 depends on onnxruntime>=1.14.1
    chromadb 0.4.19 depends on onnxruntime>=1.14.1
    chromadb 0.4.18 depends on onnxruntime>=1.14.1
    chromadb 0.4.17 depends on onnxruntime>=1.14.1

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

I'm running Python 3.12.3.

Any ideas?

[goran-ristic-dev]

Try picking lower version of chroma.
add lower version of chroma to requirements.txt and install it first . Then install crewai

[prescriptionlifeline]

Where do I find the requirements.txt? I did git clone https://github.com/joaomdmoura/crewAI.git and then find . -type f -name requirements.txt in the newly created crewAI directory and it does not appear to be in the repo.

Google suggests that I could create one with pip freeze but that appears to only work for something that you've successfully installed and I can't install crewai.

I tried to install chromadb on it's own by doing pip3 install chromadb and that installed without issue..

[prescriptionlifeline]

Here's the output of pip3 install crewai:

https://pastebin.com/BbDKVgay

Relevant portions of it:

Collecting embedchain<0.2.0,>=0.1.98 (from crewai)
  Downloading embedchain-0.1.104-py3-none-any.whl.metadata (10 kB)
...
Collecting chromadb<0.6.0,>=0.5.0 (from embedchain<0.2.0,>=0.1.98->crewai)
  Downloading chromadb-0.5.0-py3-none-any.whl.metadata (7.3 kB)
...
INFO: pip is looking at multiple versions of chromadb to determine which version is compatible with other requirements. This could take a while.
Collecting embedchain<0.2.0,>=0.1.98 (from crewai)
  Downloading embedchain-0.1.103-py3-none-any.whl.metadata (10 kB).
...
Collecting embedchain<0.2.0,>=0.1.98 (from crewai)
  Downloading embedchain-0.1.102-py3-none-any.whl.metadata (10 kB)
Collecting chromadb<0.5.0,>=0.4.17 (from embedchain<0.2.0,>=0.1.98->crewai)
  Downloading chromadb-0.4.24-py3-none-any.whl.metadata (7.3 kB)
...
Collecting chromadb<0.5.0,>=0.4.17 (from embedchain<0.2.0,>=0.1.98->crewai)
  Downloading chromadb-0.4.23-py3-none-any.whl.metadata (7.3 kB)
  Downloading chromadb-0.4.22-py3-none-any.whl.metadata (7.3 kB)
  Downloading chromadb-0.4.21-py3-none-any.whl.metadata (7.3 kB)
  Downloading chromadb-0.4.20-py3-none-any.whl.metadata (7.3 kB)
  Downloading chromadb-0.4.19-py3-none-any.whl.metadata (7.3 kB)
INFO: pip is still looking at multiple versions of chromadb to determine which version is compatible with other requirements. This could take a while.
  Downloading chromadb-0.4.18-py3-none-any.whl.metadata (7.4 kB)
  Downloading chromadb-0.4.17-py3-none-any.whl.metadata (7.3 kB)
Collecting embedchain<0.2.0,>=0.1.98 (from crewai)
  Downloading embedchain-0.1.101-py3-none-any.whl.metadata (10 kB)
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C.
  Downloading embedchain-0.1.100-py3-none-any.whl.metadata (10 kB)
  Downloading embedchain-0.1.99-py3-none-any.whl.metadata (10 kB)
  Downloading embedchain-0.1.98-py3-none-any.whl.metadata (10 kB)
ERROR: Cannot install embedchain because these package versions have conflicting dependencies.
 
The conflict is caused by:
    chromadb 0.4.24 depends on onnxruntime>=1.14.1
    chromadb 0.4.23 depends on onnxruntime>=1.14.1
    chromadb 0.4.22 depends on onnxruntime>=1.14.1
    chromadb 0.4.21 depends on onnxruntime>=1.14.1
    chromadb 0.4.20 depends on onnxruntime>=1.14.1
    chromadb 0.4.19 depends on onnxruntime>=1.14.1
    chromadb 0.4.18 depends on onnxruntime>=1.14.1
    chromadb 0.4.17 depends on onnxruntime>=1.14.1

crewai requires "embedchain<0.2.0,>=0.1.98" and we can see that pip keeps on retrying embedchain versions from 0.1.104 down to 0.1.98.

It's like there's a conflict between two of the deps at https://pypi.org/pypi/crewai/json / https://pypi.org/pypi/crewai/0.30.11/json

I suppose I could fork embedchain and create my own pypi.org entry for my fork and lower the requirements of chromadb that it requires but that's a lot of work for something that's very speculative.

[prescriptionlifeline]

Installing an older version of crewAI worked. pip3 install crewai==0.22.5. The latest version of crewAI, however, is

0.22.5 was released on March 12. Latest version is 0.3.11, released on May 14.

[prescriptionlifeline]

I almost wonder if "graphlib-backport>=1.0.3; python_version < "3.9"" is the issue (from https://pypi.org/pypi/chromadb/json / https://pypi.org/pypi/chromadb/0.5.0/json).

Like if chromadb only works on Python 3.8.x and I'm running 0.12.x then that'd 'cause the problem.

I note that https://pypi.org/pypi/crewai/0.22.5/json doesn't require embedchain whereas https://pypi.org/pypi/crewai/0.30.11/json does.

https://pastebin.com/e3L8bGY4 is the pip3 install crewai==0.22.5 output. Note that chromadb doesn't show up in that at all.

As for chromadb... if I do pip3 install chromadb I get this as the output:

https://pastebin.com/c318cUDu

It's not able to install it but it keeps on retrying versions of chromadb all the way down to 0.3.23 (embedchain requires chromadb<0.5.0,>=0.4.17) and that one doesn't have "graphlib-backport>=1.0.3; python_version < "3.9"" in https://pypi.org/pypi/chromadb/0.3.23/json but it's also too old to work with embedchain (and the odds of their being BC breaks anyway are super high)

If I do pip3 install chromadb==0.5.0 I get this:

INFO: pip is looking at multiple versions of chromadb to determine which version is compatible with other requirements. This could take a while.
ERROR: Could not find a version that satisfies the requirement onnxruntime>=1.14.1 (from chromadb) (from versions: none)
ERROR: No matching distribution found for onnxruntime>=1.14.1

full output

Here are the deps of that: https://pypi.org/pypi/onnxruntime/json

Note sure what's up with that. Here are the deps for that:

requires_dist: [
"coloredlogs",
"flatbuffers",
"numpy>=1.21.6",
"packaging",
"protobuf",
"sympy"
],
requires_python: null,

Doing pip3 install onnxruntime fails right off the bat:

ERROR: Could not find a version that satisfies the requirement onnxruntime (from versions: none)
ERROR: No matching distribution found for onnxruntime

onnxruntime is maintained by Microsoft fwiw 🤷‍♂️

[joaomdmoura]

hey folks, just flagging I'll be looking into this later today :) updating overall dependencies

[caitlinhudon]

I was able to get crewai installed using the advice from @prescriptionlifeline above to install an older version via pip3 install crewai==0.22.5. I'm running into the same error described above when trying to pip install 'crewai[tools]==0.22.5' to access the crewai tools.

Would love advice if anyone has run into this and solved for it!

[swimmingkiim]

In my case, downgrading the Python version to 3.10.14 solved this issue.