Error with litellm or langchain-community

[sumitbindra]

In enabling azure llms and embeddings, I had to install langchain-community and have been encountering other errors since.

This is the latest one where there is an error in lilellm_utils file.

from langchain_community.chat_message_histories import ChatMessageHistory
You can use the langchain cli to automatically upgrade many imports. Please see documentation here https://python.langchain.com/v0.2/docs/versions/v0_2/
from langchain.memory import ChatMessageHistory, ConversationBufferMemory
Process SpawnProcess-2:
Traceback (most recent call last):
File "/nix/store/rwxj49zghamyhy07b67yhiq64bmznvmm-python3-3.10.14/lib/python3.10/multiprocessing/process.py", line 314, in _bootstrap
self.run()
File "/nix/store/rwxj49zghamyhy07b67yhiq64bmznvmm-python3-3.10.14/lib/python3.10/multiprocessing/process.py", line 108, in run
self._target(*self._args, **self._kwargs)
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/_subprocess.py", line 76, in subprocess_started
target(sockets=sockets)
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/server.py", line 61, in run
return asyncio.run(self.serve(sockets=sockets))
File "/nix/store/rwxj49zghamyhy07b67yhiq64bmznvmm-python3-3.10.14/lib/python3.10/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/nix/store/rwxj49zghamyhy07b67yhiq64bmznvmm-python3-3.10.14/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
return future.result()
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/server.py", line 68, in serve
config.load()
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/config.py", line 467, in load
self.loaded_app = import_from_string(self.app)
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/importer.py", line 24, in import_from_string
raise exc from None
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/uvicorn/importer.py", line 21, in import_from_string
module = importlib.import_module(module_str)
File "/nix/store/rwxj49zghamyhy07b67yhiq64bmznvmm-python3-3.10.14/lib/python3.10/importlib/init.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "", line 1050, in _gcd_import
File "", line 1027, in _find_and_load
File "", line 1006, in _find_and_load_unlocked
File "", line 688, in _load_unlocked
File "", line 883, in exec_module
File "", line 241, in _call_with_frames_removed
File "/home/runner/surveyanalysis/main.py", line 18, in
from llama import text2sql, text2sqladvanced, query_routing
File "/home/runner/surveyanalysis/llama.py", line 10, in
from llama_index.core import (
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/init.py", line 21, in
from llama_index.indices.common.struct_store.base import SQLDocumentContextBuilder
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/init.py", line 4, in
from llama_index.indices.document_summary.base import DocumentSummaryIndex
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/document_summary/init.py", line 4, in
from llama_index.indices.document_summary.base import (
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/document_summary/base.py", line 14, in
from llama_index.indices.base import BaseIndex
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/base.py", line 6, in
from llama_index.chat_engine.types import BaseChatEngine, ChatMode
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/chat_engine/init.py", line 1, in
from llama_index.chat_engine.condense_question import CondenseQuestionChatEngine
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/chat_engine/condense_question.py", line 6, in
from llama_index.chat_engine.types import (
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/chat_engine/types.py", line 14, in
from llama_index.tools import ToolOutput
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/tools/init.py", line 5, in
from llama_index.tools.query_plan import QueryPlanTool
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/tools/query_plan.py", line 6, in
from llama_index.response_synthesizers import BaseSynthesizer, get_response_synthesizer
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/response_synthesizers/init.py", line 3, in
from llama_index.response_synthesizers.accumulate import Accumulate
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/response_synthesizers/accumulate.py", line 5, in
from llama_index.indices.service_context import ServiceContext
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/service_context.py", line 10, in
from llama_index.indices.prompt_helper import PromptHelper
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/indices/prompt_helper.py", line 16, in
from llama_index.llm_predictor.base import LLMMetadata
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/llm_predictor/init.py", line 3, in
from llama_index.llm_predictor.base import LLMPredictor
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/llm_predictor/base.py", line 18, in
from llama_index.llms.utils import LLMType, resolve_llm
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/llms/init.py", line 23, in
from llama_index.llms.litellm import LiteLLM
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/llms/litellm.py", line 28, in
from llama_index.llms.litellm_utils import (
File "/home/runner/surveyanalysis/.pythonlibs/lib/python3.10/site-packages/llama_index/llms/litellm_utils.py", line 4, in
from openai.openai_object import OpenAIObject
ModuleNotFoundError: No module named 'openai.openai_object'

I have updated to the latest package of llama-index

[dosubot[bot]]

I found some similar issues and discussions that might help you resolve the errors you're encountering:

1. Similar Discussions:

   • OpenAI dependency problem ^[1]
   • Unable to use llamaIndex after openAI update ^[2]

2. Similar Issues:

   • [Bug]: Update dependencies for llama-index-embeddings-azure-openai ^[3]
   • [Question]: ModuleNotFoundError: No module named "llama_index. xxxxx" ^[4]

Suggested Solutions:

1. Update Dependencies:
   Ensure that you have the latest versions of the required packages installed. You can update your dependencies using the following commands:

   pip install -U llama-index-core llama-index-llms-openai llama-index-embeddings-openai

2. Correct Import Paths:
   The import paths might have changed in the latest versions. Update your import paths to match the latest version of LlamaIndex:

   from llama_index.core.indices.multi_modal.base import MultiModalVectorStoreIndex
   from llama_index.vector_stores.neo4j import Neo4jVectorStore
   from llama_index.core import StorageContext, Document
   from llama_index.core.schema import ImageDocument
   from llama_index.core.node_parser import SimpleNodeParser
   from llama_index.multi_modal_llms.openai import OpenAIMultiModal

3. Retry Mechanisms:
   If you encounter issues with API calls, you can use retry mechanisms provided in the litellm_utils module:

   from llama_index.llms.litellm_utils import completion_with_retry
   
   result = completion_with_retry(is_chat_model=True, max_retries=3, **kwargs)

4. Validate API Key:
   Ensure that your OpenAI API key is correctly set and validated:

   from llama_index.llms.litellm_utils import validate_litellm_api_key
   
   validate_litellm_api_key(api_key="your_api_key")

5. Use langchain-cli for Migration:
   Follow the steps provided in the Langchain documentation to automatically update your imports:

   langchain-cli migrate --diff [path to code]
   langchain-cli migrate [path to code]

By following these steps, you should be able to resolve the import errors and ensure that your dependencies are correctly updated.

To continue talking to Dosu, mention @dosu.