docs: fix agents index links (langchain-ai#15419)

docs/docs/modules/agents/index.ipynb

@@ -21,41 +21,38 @@
     "In chains, a sequence of actions is hardcoded (in code).\n",
     "In agents, a language model is used as a reasoning engine to determine which actions to take and in which order.\n",
     "\n",
-    "## [Quick Start](./quick_start)\n",
+    "## [Quick Start](/docs/modules/agents/quick_start)\n",
     "\n",
-    "For a quick start to working with agents, please check out [this getting started guide](./quick_start). This covers basics like initializing an agent, creating tools, and adding memory.\n",
+    "For a quick start to working with agents, please check out [this getting started guide](/docs/modules/agents/quick_start). This covers basics like initializing an agent, creating tools, and adding memory.\n",
     "\n",
-    "## [Concepts](./concepts)\n",
+    "## [Concepts](/docs/modules/agents/concepts)\n",
     "\n",
     "There are several key concepts to understand when building agents: Agents, AgentExecutor, Tools, Toolkits.\n",
-    "For an in depth explanation, please check out [this conceptual guide](./concepts)\n",
+    "For an in depth explanation, please check out [this conceptual guide](/docs/modules/agents/concepts)\n",
     "\n",
     "\n",
-    "## [Agent Types](./agent_types)\n",
+    "## [Agent Types](/docs/modules/agents/agent_types/)\n",
     "\n",
-    "There are many different types of agents to use. For a overview of the different types and when to use them, please check out [this section](./agent_types).\n",
+    "There are many different types of agents to use. For a overview of the different types and when to use them, please check out [this section](/docs/modules/agents/agent_types/).\n",
     "\n",
-    "## [Tools](./tools)\n",
+    "## [Tools](/docs/modules/agents/tools/)\n",
     "\n",
-    "Agents are only as good as the tools they have. For a comprehensive guide on tools, please see [this section](./tools).\n",
+    "Agents are only as good as the tools they have. For a comprehensive guide on tools, please see [this section](/docs/modules/agents/tools/).\n",
     "\n",
     "## How To Guides\n",
     "\n",
     "Agents have a lot of related functionality! Check out comprehensive guides including:\n",
     "\n",
-    "- [Building a custom agent](./how_to/custom_agent)\n",
-    "- [Streaming (of both intermediate steps and tokens](./how_to/streaming)\n",
-    "- [Building an agent that returns structured output](./how_to/agent_structured)\n",
-    "- Lots functionality around using AgentExecutor, including: [using it as an iterator](./how_to/agent_iter), [handle parsing errors](./how_to/handle_parsing_errors), [returning intermediate steps](./how_to/itermediate_steps), [capping the max number of iterations](./how_to/max_iterations), and [timeouts for agents](./how_to/max_time_limit)\n",
-    "\n",
-    "\n",
-    "\n"
+    "- [Building a custom agent](/docs/modules/agents/how_to/custom_agent)\n",
+    "- [Streaming (of both intermediate steps and tokens](/docs/modules/agents/how_to/streaming)\n",
+    "- [Building an agent that returns structured output](/docs/modules/agents/how_to/agent_structured)\n",
+    "- Lots functionality around using AgentExecutor, including: [using it as an iterator](/docs/modules/agents/how_to/agent_iter), [handle parsing errors](/docs/modules/agents/how_to/handle_parsing_errors), [returning intermediate steps](/docs/modules/agents/how_to/itermediate_steps), [capping the max number of iterations](/docs/modules/agents/how_to/max_iterations), and [timeouts for agents](/docs/modules/agents/how_to/max_time_limit)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e9ffbf21",
+   "id": "a39384ab-6beb-4611-a95c-9a51c718ca23",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -77,7 +74,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.1"
+   "version": "3.9.1"
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  "nbformat": 4,