Update numpy version in requirements.txt from 2.3.0 to 2.2.6 for compatibility.

Update README.md to enhance project description, add detailed features, installation instructions, example prompts, and technical architecture for the Financial Advisory Agent. Changed emoji and color scheme for better representation.