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Apr 3, 2025
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chore: update imports and docs links #179

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9b6c2e8
update imports and docs links
julian-risch Apr 3, 2025
5da5891
Update index.toml
julian-risch Apr 3, 2025
0029b03
remove the redundant install output
bilgeyucel Apr 3, 2025
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2 changes: 0 additions & 2 deletions index.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -295,9 +295,7 @@ topics = ["Web-QA", "Data Scraping", "RAG"]
title = "Build a GitHub Issue Resolver Agent"
notebook = "github_issue_resolver_agent.ipynb"
new = true
experimental = true
topics = ["Function Calling", "Agents"]
discuss = "https://github.com/deepset-ai/haystack-experimental/discussions/209"

[[cookbook]]
title = "Extracting Metadata with an LLM"
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31 changes: 8 additions & 23 deletions notebooks/github_issue_resolver_agent.ipynb
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Expand Up @@ -15,7 +15,7 @@
"- Retrieve and process file content \n",
"- Determine the next steps for resolution and post them as a comment \n",
"\n",
"For this, we'll use the new experimental [Agent](https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/components/agents/agent.py) component. **`Agent`** is a Haystack component that implements a tool-calling functionality with provider-agnostic chat model support. We can use `Agent` either as a standalone component or within a pipeline.\n",
"For this, we'll use the new [Agent](https://docs.haystack.deepset.ai/docs/agent) component. **`Agent`** is a Haystack component that implements a tool-calling functionality with provider-agnostic chat model support. We can use `Agent` either as a standalone component or within a pipeline.\n",
"\n",
"Here's what our **Github Issue Resolver Pipeline** looks like:"
]
Expand All @@ -40,27 +40,15 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "8jbGvWWa_ARY",
"outputId": "c38564d6-8da1-4285-b6c7-53e00e1027c4"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/440.2 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m440.2/440.2 kB\u001b[0m \u001b[31m15.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/239.5 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m239.5/239.5 kB\u001b[0m \u001b[31m11.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m72.0/72.0 kB\u001b[0m \u001b[31m2.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m126.5/126.5 kB\u001b[0m \u001b[31m5.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h"
]
}
],
"outputs": [],
"source": [
"!pip install anthropic-haystack -q"
]
Expand All @@ -77,16 +65,13 @@
"from getpass import getpass\n",
"from typing import List\n",
"\n",
"# Standard Haystack imports\n",
"from haystack import Pipeline\n",
"from haystack.components.agents import Agent\n",
"from haystack.components.builders import ChatPromptBuilder\n",
"from haystack.dataclasses import ChatMessage, Document\n",
"from haystack_integrations.components.generators.anthropic.chat.chat_generator import AnthropicChatGenerator\n",
"\n",
"# Experimental imports needed for our Agent\n",
"from haystack_experimental.components.agents import Agent\n",
"from haystack_experimental.tools.component_tool import ComponentTool\n",
"from haystack_experimental.tools.from_function import tool"
"from haystack.tools.component_tool import ComponentTool\n",
"from haystack.tools.from_function import tool\n",
"from haystack_integrations.components.generators.anthropic.chat.chat_generator import AnthropicChatGenerator"
]
},
{
Expand Down Expand Up @@ -364,7 +349,7 @@
"source": [
"## Create a \"GithubRepositoryViewer\" Tool\n",
"\n",
"We'll create a custom `GithubRepositoryViewer` component for our agent and convert it into a tool using the experimental [`ComponentTool`](https://github.com/deepset-ai/haystack-experimental/blob/main/haystack_experimental/tools/component_tool.py).\n",
"We'll create a custom `GithubRepositoryViewer` component for our agent and convert it into a tool using the [`ComponentTool`](https://docs.haystack.deepset.ai/docs/componenttool).\n",
"\n",
"### Custom `GithubRepositoryViewer` Component\n",
"\n",
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