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 0.1.4
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-0.1.4.tar.gz | 11.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| langchain_mistralai-0.1.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.5 kB
Release files / langchain_mistralai-0.1.4.tar.gz
| Download URL | langchain_mistralai-0.1.4.tar.gz |
|---|---|
| Size | 11.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
8c92610c5059f2391c82e89f3aed49a598e92a6c5d1f1ed81362d8a067c5d1d0
|
|
BLAKE2b-256 checksum How to use checksums |
27bc1d744ef5249c4a53030db13fae22dc4c7e305ae4d0ed768d2fa6607bee92
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/5.0.0 CPython/3.12.3
|
Release files / langchain_mistralai-0.1.4-py3-none-any.whl
| Download URL | langchain_mistralai-0.1.4-py3-none-any.whl |
|---|---|
| Size | 12.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
72084ad072c8814c9202d5b5e6f1e750ebde474d082b6a6234566d4797da043d
|
|
BLAKE2b-256 checksum How to use checksums |
2d7a833ab0bc89eb1b274c0ed549770003f219e4a1d78c0075d89f9e937bc624
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/5.0.0 CPython/3.12.3
|
