langchain-ai/langchain

`langchain_chroma.Chroma` used with `chromadb.AsyncHttpClient`?

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#30.704 aperta il 7 apr 2025

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Descrizione

Checked other resources

  • I added a very descriptive title to this issue.
  • I used the GitHub search to find a similar question and didn't find it.
  • I am sure that this is a bug in LangChain rather than my code.
  • The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).
  • I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.

Example Code

self._client = chromadb.AsyncHttpClient(host=config.CHROMA_URI, port=80, headers={"X-Chroma-Token": config.CHROMA_TOKEN}, tenant=self._tenant, database=self._database)
self._vector_store = Chroma(client = self._client, collection_name = self._collection, embedding_function = self._embeddings)

Error Message and Stack Trace (if applicable)

    self._vector_store = Chroma(client = self._client, collection_name = self._collection, embedding_function = self._embeddings)        
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/khteh/.local/share/virtualenvs/rag-agent-YeW3dxEa/lib/python3.12/site-packages/langchain_chroma/vectorstores.py", line 342, in __init__
    self.__ensure_collection()
  File "/home/khteh/.local/share/virtualenvs/rag-agent-YeW3dxEa/lib/python3.12/site-packages/langchain_chroma/vectorstores.py", line 349, in __ensure_collection
    self._chroma_collection = self._client.get_or_create_collection(
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'coroutine' object has no attribute 'get_or_create_collection'

Description

I wan to use langchain_chroma.Chroma with chromadb.AsyncHttpClient

System Info

System Information
------------------
> OS:  Linux
> OS Version:  #21-Ubuntu SMP PREEMPT_DYNAMIC Wed Feb 19 16:50:40 UTC 2025
> Python Version:  3.12.7 (main, Feb  4 2025, 14:46:03) [GCC 14.2.0]

Package Information
-------------------
> langchain_core: 0.3.49
> langchain: 0.3.22
> langchain_community: 0.3.20
> langsmith: 0.3.21
> langchain_chroma: 0.2.2
> langchain_cli: 0.0.36
> langchain_google_genai: 2.1.2
> langchain_google_vertexai: 2.0.18
> langchain_neo4j: 0.4.0
> langchain_ollama: 0.3.0
> langchain_openai: 0.3.11
> langchain_text_splitters: 0.3.7
> langgraph_sdk: 0.1.60
> langserve: 0.3.1

Other Dependencies
------------------
> aiohttp<4.0.0,>=3.8.3: Installed. No version info available.
> anthropic[vertexai]: Installed. No version info available.
> async-timeout<5.0.0,>=4.0.0;: Installed. No version info available.
> chromadb!=0.5.10,!=0.5.11,!=0.5.12,!=0.5.4,!=0.5.5,!=0.5.7,!=0.5.9,<0.7.0,>=0.4.0: Installed. No version info available.
> dataclasses-json<0.7,>=0.5.7: Installed. No version info available.
> fastapi: 0.115.12
> filetype: 1.2.0
> gitpython<4,>=3: Installed. No version info available.
> google-ai-generativelanguage: 0.6.17
> google-cloud-aiplatform: 1.87.0
> google-cloud-storage: 2.19.0
> gritql<1.0.0,>=0.2.0: Installed. No version info available.
> httpx: 0.27.2
> httpx-sse: 0.4.0
> httpx-sse<1.0.0,>=0.4.0: Installed. No version info available.
> jsonpatch<2.0,>=1.33: Installed. No version info available.
> langchain-anthropic;: Installed. No version info available.
> langchain-aws;: Installed. No version info available.
> langchain-azure-ai;: Installed. No version info available.
> langchain-cohere;: Installed. No version info available.
> langchain-community;: Installed. No version info available.
> langchain-core!=0.3.0,!=0.3.1,!=0.3.10,!=0.3.11,!=0.3.12,!=0.3.13,!=0.3.14,!=0.3.2,!=0.3.3,!=0.3.4,!=0.3.5,!=0.3.6,!=0.3.7,!=0.3.8,!=0.3.9,<0.4.0,>=0.2.43: Installed. No version info available.
> langchain-core<1.0.0,>=0.3.45: Installed. No version info available.
> langchain-core<1.0.0,>=0.3.47: Installed. No version info available.
> langchain-core<1.0.0,>=0.3.49: Installed. No version info available.
> langchain-deepseek;: Installed. No version info available.
> langchain-fireworks;: Installed. No version info available.
> langchain-google-genai;: Installed. No version info available.
> langchain-google-vertexai;: Installed. No version info available.
> langchain-groq;: Installed. No version info available.
> langchain-huggingface;: Installed. No version info available.
> langchain-mistralai: Installed. No version info available.
> langchain-mistralai;: Installed. No version info available.
> langchain-ollama;: Installed. No version info available.
> langchain-openai;: Installed. No version info available.
> langchain-text-splitters<1.0.0,>=0.3.7: Installed. No version info available.
> langchain-together;: Installed. No version info available.
> langchain-xai;: Installed. No version info available.
> langchain<1.0.0,>=0.3.21: Installed. No version info available.
> langserve[all]>=0.0.51: Installed. No version info available.
> langsmith-pyo3: Installed. No version info available.
> langsmith<0.4,>=0.1.125: Installed. No version info available.
> langsmith<0.4,>=0.1.17: Installed. No version info available.
> neo4j: 5.28.1
> neo4j-graphrag: 1.6.1
> numpy<2.0.0,>=1.22.4;: Installed. No version info available.
> numpy<2.0.0,>=1.26.2;: Installed. No version info available.
> numpy<3,>=1.26.2: Installed. No version info available.
> ollama<1,>=0.4.4: Installed. No version info available.
> openai-agents: Installed. No version info available.
> openai<2.0.0,>=1.68.2: Installed. No version info available.
> opentelemetry-api: 1.31.1
> opentelemetry-exporter-otlp-proto-http: Installed. No version info available.
> opentelemetry-sdk: 1.31.1
> orjson: 3.10.16
> packaging: 24.2
> packaging<25,>=23.2: Installed. No version info available.
> pydantic: 2.9.2
> pydantic-settings<3.0.0,>=2.4.0: Installed. No version info available.
> pydantic<3.0.0,>=2.5.2;: Installed. No version info available.
> pydantic<3.0.0,>=2.7.4: Installed. No version info available.
> pydantic<3.0.0,>=2.7.4;: Installed. No version info available.
> pytest: 8.3.5
> PyYAML>=5.3: Installed. No version info available.
> requests: 2.32.3
> requests-toolbelt: 1.0.0
> requests<3,>=2: Installed. No version info available.
> rich: 14.0.0
> SQLAlchemy<3,>=1.4: Installed. No version info available.
> sse-starlette: 1.8.2
> tenacity!=8.4.0,<10,>=8.1.0: Installed. No version info available.
> tenacity!=8.4.0,<10.0.0,>=8.1.0: Installed. No version info available.
> tiktoken<1,>=0.7: Installed. No version info available.
> tomlkit>=0.12: Installed. No version info available.
> typer[all]<1.0.0,>=0.9.0: Installed. No version info available.
> typing-extensions>=4.7: Installed. No version info available.
> uvicorn<1.0,>=0.23: Installed. No version info available.
> validators: 0.34.0
> zstandard: 0.23.0

Guida contributor

Direzione di ricerca
Esamina il file `langchain chroma/vectorstores.py`, in particolare i metodi `Chroma. init ` e ` ensure collection`. Il problema è che `Chroma` si aspetta un client sincrono, ma i metodi di `chromadb.AsyncHttpClient` restituiscono una coroutine. Indaga su come integrare il client asincrono, possibilmente aggiungendo varianti asincrone della classe `Chroma` o rendendo il client compatibile con il sincrono.
Tech stack
python
Dominio
backendapi
Tipo issue
Bug
DifficoltàQuanto dovrebbe essere impegnativa per un nuovo contributor.
3
Tempo stimatoTempo stimato per completare e verificare uno scope piccolo.
1-2 giorni
Stato attivitàQuanto è probabile che la issue sia ancora attiva e reviewable.
Nuova
ChiarezzaQuanto chiaramente la issue descrive problema, scope e risultato atteso.
Chiara
Prerequisiti
Pythonasync/await
Adatta ai principiantiQuanto la issue è adatta a contributor alla prima esperienza.
70