---
id: "ai-forever-gigachain-cookbook"
title: "GigaChain agent cookbook"
creator: "GigaChain / ai-forever"
creator_url: "https://github.com/ai-forever/gigachain"
creator_x: null
url: "https://github.com/ai-forever/gigachain/blob/master/cookbook/README.md"
level: "intermediate"
level_max: null
category: "agents"
subcategory: "tool-use-and-mcp"
region: "RU"
license: "open"
license_scope: "linked-resource"
access: "free"
models: ["gigachat"]
source_date: null
date_added: "2026-10-18"
---

[Agents and harnesses](/agents/index.md)

# GigaChain agent cookbook

by [GigaChain / ai-forever](https://github.com/ai-forever/gigachain)

[Read the original →](https://github.com/ai-forever/gigachain/blob/master/cookbook/README.md)

Russian notebooks connect GigaChat to typed functions, retrieval and MCP tools.

Start with the function-agent notebook to follow tool definitions, agent construction and conversational memory, then use the cookbook to locate retrieval or MCP examples. Python and GigaChat credentials are required for execution. Some samples disable certificate checks: configure trusted certificates instead before using real data. Reading the code does not require a service account.

Level: [Intermediate](/levels/index.md#intermediate)
Models: gigachat
Category: [Agents and harnesses](/agents/index.md)
Tags: [practical-guide](/tags/practical-guide/index.md)
Source date: date not stated
Added: 2026-10-18
Last verified: 2026-10-18
Status: ok
Prerequisites: Requires Python, package installation and API credentials to adapt a guided notebook, not prior multi-agent research.
Subcategory: [tool use and mcp](/agents/tool-use-and-mcp/index.md)
Region: RU
Original language: ru
Access: free
Resource reuse: open: Repository MIT license covers software and associated documentation; hosted models and APIs have separate terms. [Facet definitions](/about/index.md#facets)

Summary in our own words. Rights remain with the original creator. [Credit and correction policy](/about/index.md#credit-policy).

[Plain-text Markdown copy](/agents/tool-use-and-mcp/ai-forever-gigachain-cookbook/index.md)