claude-code-agentic-rag-masterclass

# Building an Agentic RAG App for [COMPANY] in the [INDUSTRY] Sector

## Step 1: Setting Up the Project

1. **Initialize the Project**:
   ```bash
   mkdir agentic-rag-app
   cd agentic-rag-app
   npm init -y
   npm install react fastapi supabase
   ```

2. **Set Up Supabase**:
   - Create a new project in Supabase.
   - Note your project URL and API key.

## Step 2: Implementing Hybrid Search

1. **Integrate Claude Code**:
   ```python
   from claude_code import ClaudeCode
   claude = ClaudeCode(api_key='your_api_key')
   ```

2. **Hybrid Search Function**:
   ```python
   def hybrid_search(query, documents):
       # Implement hybrid search logic here
       return reranked_results
   ```

## Step 3: Adding Reranking and Text-to-SQL

1. **Reranking Logic**:
   ```python
   def rerank_results(results):
       # Implement reranking logic here
       return reranked_results
   ```

2. **Text-to-SQL Conversion**:
   ```python
   def text_to_sql(query):
       # Implement text-to-SQL logic here
       return sql_query
   ```

## Step 4: Creating Subagents

1. **Define Subagents**:
   ```python
   class Subagent:
       def __init__(self, task):
           self.task = task

       def execute(self):
           # Implement subagent logic here
           return result
   ```

2. **Integrate Subagents**:
   ```python
   subagent = Subagent(task='data_analysis')
   result = subagent.execute()
   ```