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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 183 42

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

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

   Python 11 2

3. 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 9 1

4. 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 42 18

5. 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 80 19

6. AgenticSearch AgenticSearch Public

   AgenticSearch operates within an agentic workflow, utilizing Gemini 2.0 and an extensive tool registry to handle complex questions. By integrating and synthesizing data from multiple APIs, it deliv…

   Python 6 2