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[English](README.md) | [Русский](README-ru_RU.md)

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# langchain-gigachat

This is a library integration with [GigaChat](https://giga.chat/).

## Installation

```bash
pip install -U langchain-gigachat
```

## Quickstart
Follow these simple steps to get up and running quickly.

### Installation

To install the package use following command:

```shell
pip install -U langchain-gigachat
```

### Initialization

To initialize chat model:

```python
from langchain_gigachat.chat_models import GigaChat

giga = GigaChat(credentials="YOUR_AUTHORIZATION_KEY", verify_ssl_certs=False)
```

To initialize embeddings:

```python
from langchain_gigachat.embeddings import GigaChatEmbeddings

embedding = GigaChatEmbeddings(
    credentials="YOUR_AUTHORIZATION_KEY",
    verify_ssl_certs=False
)
```

### Usage

Use the GigaChat object to generate responses:

```python
print(giga.invoke("Hello, world!"))
```

Now you can use the GigaChat object with LangChain's standard primitives to create LLM-applications.

An integration package connecting GigaChat and LangChain. 

langchain-gigachat

An integration package connecting GigaChat and LangChain

mikelarg

Rai220

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Bad semver

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Bidirectional unicode control characters

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Bin script confusion

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Chrome: Content Script

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Chrome: Host Permission

This Chrome extension requests permissions to access browser APIs, user data, or system features.

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Chrome: Permission

This Chrome extension requests wildcard host permissions that grant broad access to websites.

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Chrome: Wildcard Host Permission

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Chronological version anomaly

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Compromised SSH key

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High CVE

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Debug access

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Deprecated

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Empty package

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File dependency

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Filesystem access

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AI-detected potential code anomaly

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AI-detected potential malware

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High entropy strings

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Unicode homoglyphs

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HTTP dependency

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Install scripts

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Invalid manifest file

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Invisible chars

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langchain-gigachat

langchain-gigachat

Installation

Quickstart

Installation

Initialization

Usage

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