feat(backend): Normalize simplified JSON schema for Firecrawl extraction

[seer-by-sentry]

Changes 🏗️

Fixes AUTOGPT-SERVER-6SR. The issue was that: FirecrawlExtractBlock passes simplified user input {"Job title": "string"} directly, failing Firecrawl API's strict JSON Schema validation.

• Added a function normalize_to_json_schema to convert simplified schema formats into valid JSON Schema.
• Modified the FirecrawlExtractBlock to use the normalized schema when calling the FirecrawlApp's extract method.
• Updated the description of the output_schema field to reflect the support for both simplified and full JSON Schema formats.

This fix was generated by Seer in Sentry, triggered by Toran Bruce Richards. 👁️ Run ID: 2409159

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Checklist 📋

For code changes:

• I have clearly listed my changes in the PR description
• I have made a test plan
• I have tested my changes according to the test plan:
  • Manually tested the FirecrawlExtractBlock with both simplified and full JSON Schema formats to ensure correct schema normalization and data extraction.

Example test plan

• Create from scratch and execute an agent with at least 3 blocks
• Import an agent from file upload, and confirm it executes correctly
• Upload agent to marketplace
• Import an agent from marketplace and confirm it executes correctly
• Edit an agent from monitor, and confirm it executes correctly

For configuration changes:

• .env.default is updated or already compatible with my changes
• docker-compose.yml is updated or already compatible with my changes
• I have included a list of my configuration changes in the PR description (under Changes)

Examples of configuration changes

• Changing ports
• Adding new services that need to communicate with each other
• Secrets or environment variable changes
• New or infrastructure changes such as databases

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Here's the code health analysis summary for commits 4744675..67b14cd. View details on DeepSource ↗.

Analysis Summary

Analyzer	Status	Summary	Link
JavaScript	✅ Success		View Check ↗
Python	✅ Success		View Check ↗

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[AutoGPT-Agent]

Thank you for this PR that fixes the JSON schema normalization issue in the Firecrawl extraction block!

The code changes look good, and the implementation approach makes sense. However, before we can merge this PR, please complete the checklist by checking the 'I have made a test plan' box and checking off the test step you've listed.

Also, could you confirm that you've actually performed the manual testing described in your test plan? This will help ensure the changes work as expected.