Docs/add auth and new pipeline info

[armaan-71]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @armaan-71, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request primarily focuses on updating the project's documentation to accurately reflect recent developments in the system's architecture and feature set. It provides clearer insights into the intelligent lead discovery pipeline, the integration of user authentication, and the specific technologies employed, ensuring that the README.md serves as a comprehensive and up-to-date guide for understanding the application's functionality and underlying components.

Highlights

• Documentation Updates: The README.md file has been significantly updated to reflect recent architectural and feature enhancements.
• Enhanced Workflow Description: The 'How It Works' section now includes a detailed explanation of the 'Smart Discovery' and 'Multi-query Execution' steps within the background workflow, highlighting the use of LLMs for query rewriting and dynamic search engine selection.
• Authentication Integration: New documentation has been added for user authentication using Clerk, detailing its role in API protection and its inclusion in the frontend tech stack.
• Updated Core Components: The 'Core Components' section now explicitly mentions Clerk for authentication, clarifies the API Gateway's security via Clerk JWT Authorizer, and refines the description of AWS Lambda (Python) and AI Provider (Groq) functionalities.
• Refined Tech Stack: The frontend tech stack has been updated to specify 'Next.js (App Router)', and to include 'Tailwind CSS' and 'Clerk (Authentication)'.

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Changelog

• README.md
  • Updated the 'How It Works' section to detail the 'Smart Discovery' and 'Multi-query Execution' steps.
  • Added 'Auth' as a core component, specifying Clerk for user authentication and API protection.
  • Revised the description of the API Gateway to include security via Clerk JWT Authorizer.
  • Clarified the role of AWS Lambda (Python) in the 'smart discovery' pipeline.
  • Updated the AI Provider's description to emphasize 'query analysis, summarization, and email drafting'.
  • Added 'Smart Discovery Pipeline' and 'Authentication' to the list of implemented features.
  • Expanded the 'Frontend' tech stack to include 'Next.js (App Router)', 'Tailwind CSS', and 'Clerk (Authentication)'.

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[gemini-code-assist]

Code Review

This pull request updates the README.md file to document the newly added authentication feature using Clerk and the enhanced 'Smart Discovery' pipeline. The changes accurately reflect the new functionalities in the 'How It Works', 'Core Components', 'Roadmap', and 'Tech Stack' sections, making the documentation clearer and more detailed. I have one minor suggestion to ensure formatting consistency in the 'Core Components' list.

[gemini-code-assist]

For consistency with other items in this list, please use an en-dash (–) as a separator between the component name and its description, instead of a hyphen (-).

Suggested change

	- **Auth** - Clerk for user authentication and API protection
	- **Auth** – Clerk for user authentication and API protection