crewai - 💡(How to fix) Fix Scans the client database to extract existing policy details.

Feature Area

Agent capabilities

Is your feature request related to a an existing bug? Please link it here.

Proposed Workflow for Insurance Database: I am developing an "Agent AI" system to identify insurance coverage gaps. To ensure accuracy, I need Agents to communicate using strictly structured data (JSON) rather than just natural language.

Agent A (Database Agent): Queries the insurance database and outputs a JSON containing policy details (e.g., current_life_coverage: 500000).

Agent B (Analysis Agent): Receives the JSON, calculates the gap based on financial formulas, and outputs a JSON gap report.

Goal: This prevents "hallucinations" in numerical data during multi-agent handoffs, which is critical for the insurance industry.

Describe the solution you'd like

I suggest implementing the following features:

1. Strict Schema Enforcement: Allow users to define a Pydantic model or JSON schema that an Agent must follow when passing data to the next Agent.
2. Native Database Context: Improve support for Agents to interact with SQL/NoSQL databases and pass row-level data directly as structured objects.
3. Validation Mechanism: A built-in feature to validate the output format before it reaches the next Agent, with an auto-retry logic if the JSON structure is incorrect.
4. Data Consistency: Ensure that critical insurance figures (like $1,000,000 sum assured) remain consistent and un-hallucinated throughout the multi-agent chain.

Describe alternatives you've considered

No response

Additional context

No response

Willingness to Contribute

Yes, I'd be happy to submit a pull request