Skip to main content

GigaChat

This notebook shows how to use LangChain with GigaChat embeddings. To use you need to install gigachat python package.

%pip install --upgrade --quiet  gigachat

To get GigaChat credentials you need to create account and get access to API

Example

import os
from getpass import getpass

if "GIGACHAT_CREDENTIALS" not in os.environ:
    os.environ["GIGACHAT_CREDENTIALS"] = getpass()

from langchain_community.embeddings import GigaChatEmbeddings

embeddings = GigaChatEmbeddings(verify_ssl_certs=False, scope="GIGACHAT_API_PERS")

API Reference:GigaChatEmbeddings

query_result = embeddings.embed_query("The quick brown fox jumps over the lazy dog")

query_result[:5]

[0.8398333191871643,
 -0.14180311560630798,
 -0.6161925792694092,
 -0.17103666067123413,
 1.2884578704833984]

Embedding model conceptual guide
Embedding model how-to guides

Was this page helpful?

You can also leave detailed feedback on GitHub.

Example
Related