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1. LLM-Text-to-SQL-Architectures LLM-Text-to-SQL-Architectures Public

   A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.

   Jupyter Notebook 149 35

2. VAIS-RAG-Patterns VAIS-RAG-Patterns Public

   Architectural Blueprints for RAG Automation: Advanced Document Understanding using Vertex AI Search

   Python 10 2

3. VertexAI-Document-Discovery VertexAI-Document-Discovery Public

   Python pipeline that automates URL batching for creating search apps with Google Cloud's Vertex AI Search.

   Python 6

4. VertexAI-Semantic-Caching VertexAI-Semantic-Caching Public

   Repository dedicated to enhancing data retrieval and processing efficiencies in Google Cloud's Vertex AI by implementing a semantic caching layer with MemoryStore, Vertex AI Vector Search, and Gemi…

   Python 8 1

5. react-from-scratch react-from-scratch Public

   This repo compiles a collection of examples that demonstrate the effective use of the ReAct pattern in LLM prompting. It includes variations and implementations of agents that leverage the ReAct pa…

   Python 17 6

6. Agentic-Workflow-Patterns Agentic-Workflow-Patterns Public

   Repository demonstrating best practices and patterns for implementing agentic workflows in Python, featuring modular, scalable, and reusable design patterns for intelligent automation.

   Python 25 11