langchain-mistralai
This package contains the LangChain integrations for MistralAI through their mistralai SDK.
Installation
pip install -U langchain-mistralai
Chat Models
This package contains the ChatMistralAI class, which is the recommended way to interface with MistralAI models.
To use, install the requirements, and configure your environment.
export MISTRAL_API_KEY=your-api-key
Then initialize
from langchain_core.messages import HumanMessage
from langchain_mistralai.chat_models import ChatMistralAI
chat = ChatMistralAI(model="mistral-small")
messages = [HumanMessage(content="say a brief hello")]
chat.invoke(messages)
ChatMistralAI also supports async and streaming functionality:
# For async...
await chat.ainvoke(messages)
# For streaming...
for chunk in chat.stream(messages):
print(chunk.content, end="", flush=True)
Embeddings
With MistralAIEmbeddings, you can directly use the default model 'mistral-embed', or set a different one if available.
Choose model
embedding.model = 'mistral-embed'
Simple query
res_query = embedding.embed_query("The test information")
Documents
res_document = embedding.embed_documents(["test1", "another test"])
1 maintainer
Metadata
1 maintainer
Release files for langchain-mistralai 0.2.9
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| langchain_mistralai-0.2.9.tar.gz | 20.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| langchain_mistralai-0.2.9-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 37.1 kB
Release files / langchain_mistralai-0.2.9.tar.gz
| Download URL | langchain_mistralai-0.2.9.tar.gz |
|---|---|
| Size | 20.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
ad88a4ded5d53fef781309485da6c6bdf217fadb9dfb41f5c9ad0ea2835d2b74
|
|
BLAKE2b-256 checksum How to use checksums |
d5a68e866cd4fd2ad566961061bb97543d1d2c46c7e75939f808da7d22ae8ce0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / langchain_mistralai-0.2.9-py3-none-any.whl
| Download URL | langchain_mistralai-0.2.9-py3-none-any.whl |
|---|---|
| Size | 16.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
106a65f1771dc41c2c9a00a305f1d03fcbe16f0d4f640b6c634f35780b711aaf
|
|
BLAKE2b-256 checksum How to use checksums |
b36ed3b476e01b8e7c4dea9d775e066f5bcfc5ae7650de217a47bbdc64fae0e9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
