fix(docs): fixes for broken links in examples

pages/examples/agent/agents-with-docker.mdx

@@ -6,8 +6,6 @@ import { CodeGroup, DocsCode,GithubCodeSegment, CodeSegment } from "../../../com
 
 This example shows how to run an agent using the uAgents library inside a Docker container with Docker Compose. It walks you through setting up everything you need so you can easily build and run the agent.
 
-Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/1-uagents/examples/intermediate/agents-with-docker) to run this locally.
-
 ### Supporting Documents
 
     - [Almanac contract overview ↗️](../../references/contracts/uagents-almanac/almanac-overview).

pages/examples/examplestech/jupyter-agent.mdx

@@ -4,7 +4,7 @@ import { CodeGroup, CodeSegment, DocsCode, GithubCodeSegment } from "../../../co
 
 **Jupyter notebook** natively supports asyncio, and as [Agents ↗️](/guides/agents/getting-started/whats-an-agent) are asynchronous by design, Jupyter and Agents work together with ease.
 
-Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/6-helpers/jupyter-notebook) to run this locally.
+Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/3-applications/jupyter-notebook) to run this locally.
 
 ## Installation
 
@@ -23,7 +23,7 @@ Are you new to Agents? To understand the agent in this example, please read [com
 
 <GithubCodeSegment digest="9ee7216098ca86695c8995e53dc6fae4">
     <CodeSegment
-        path="https://github.com/fetchai/uAgent-Examples/blob/main/6-helpers/jupyter-notebook/agent_in_notebook.ipynb?short_path=9c85396"
+        path="https://github.com/fetchai/uAgent-Examples/blob/main/3-applications/jupyter-notebook/agent_in_notebook.ipynb?short_path=9c85396"
         lineStart={1}
         lineEnd={223}
         hosted={true}

pages/examples/examplestech/postgres-database-with-an-agent.mdx

@@ -6,7 +6,7 @@ import { CodeGroup, DocsCode } from "../../../components/code"
 
 In this documentation example, we demonstrate how to use the uAgent library to create agents that interact with PostgreSQL data within a Docker Compose setup. In this scenario, one agent handles the insertion of employee data into the PostgreSQL database, while another agent retrieves this data. This example illustrates the seamless integration between agents, PostgreSQL, and Docker, showcasing how to manage data flow and communication in a distributed system.
 
-Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/6-helpers/dockerfile) to run this locally.
+Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/3-applications/postgres-database) to run this locally.
 
 ### Supporting Documents
 

pages/examples/examplestech/react-example.mdx

@@ -7,7 +7,7 @@ import { CodeGroup, DocsCode } from "../../../components/code"
 
 This example shows how to build a React application integrated with a flask backend, using various Agents to perform tasks such as fetching news, scrapping webpage data and also getting the sentiment of news using hugging face FinBERT model of [HF inference API ↗️](https://huggingface.co/docs/api-inference/en/index).
 
-Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/1-uagents/web/react-web-with-flask-and-agents) to run this locally.
+Please check out the example code in our [examples repo ↗️](https://github.com/fetchai/uAgent-Examples/tree/main/3-applications/react-web-with-flask-and-agents) to run this locally.
 
 ### Supporting Documents
 

pages/references.mdx

@@ -47,7 +47,19 @@ import { AgentsIcon, LedgerIcon , AsiIcon} from "src/icons/main-page-icons"
     data: [
       {
         title: "Almanac API Objects",
-        path: "/references/agentverse/alamanc",
+        path: "/references/agentverse/almanac",
+      },
+      {
+        title: "Hosting API Objects",
+        path: "/references/agentverse/hosting",
+      },
+      {
+        title: "Mailroom API Objects",
+        path: "/references/agentverse/mailroom",
+      },
+      {
+        title: "Search API Objects",
+        path: "/references/agentverse/search",
       }
     ]
   },