Tools and Frameworks

Introduction to Programming

Brainstorming ideas

1. Enabling RAG’s with existing applications: Building a chat interfaces which respond to natural language
2. Building Agents (Travel agents, Resume Building Agents etc)
3. Specific Purpose Agents:
   1. Algorithm trading agent
   2. Workflow agent
      ..
      ..

• Moral: Need to understand existing application architectures as what we build will integrated with existing applications.

What we will be doing

• Lets learn
  • Programming
  • Data handling
  • Services & Integrations

Traditional Programming

• Algorithm => Program => Executions on Machines

How to come up with algorithms

• Every algorithm has two things
  • execution
  • storing values in memory

Lets solve celsius to farnheit

• I might need two memory locations one for celsius and other for farnhiet
• Algorithm

Store celcius in memory
calculate (celcius * 9 / 5) + 32 and store in farnhiet
print farnhiet from memory

Lets solve gst of a movie ticket (price including gst)

• Algorithm

store 18 as gst in memory (gst = 0.18)
store ticket_price in memory
price_after_gst = price * (1 + gst)
print price_after_gst