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Microsoft
- Omaha, NE
- https://stochasticcoder.com/
- in/jonathanscholtes
- @stochasticcoder
- @JonScholtesTech
Highlights
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LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store
LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store PublicComplete project (web, api, data) covering the implementation of the RAG (Retrieval Augmented Generation) pattern using Azure Cosmos DB for MongoDB vCore and LangChain. The RAG pattern combines lev…
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LLM-Performance-with-Azure-Cosmos-DB-Semantic-Cache
LLM-Performance-with-Azure-Cosmos-DB-Semantic-Cache PublicEnhance LLM retrieval performance with Azure Cosmos DB Semantic Cache. Learn how to integrate and optimize caching strategies in real-world web applications.
Python 6
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Travel-AI-Agent-React-FastAPI-and-Cosmos-DB-Vector-Store
Travel-AI-Agent-React-FastAPI-and-Cosmos-DB-Vector-Store PublicExplores the implementation of a LangChain Agent using Azure Cosmos DB for MongoDB vCore to handle traveler inquiries and bookings. The project provides detailed instructions for setting up the env…
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Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira
Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira PublicThis project combines Azure AI Search, Azure OpenAI Service, LangChain, React.JS, and Python FastAPI to create an intelligent system for managing Jira issues. It features advanced AI search for sea…
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Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store
Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store PublicThis project demonstrates deploying a secure, scalable Generative AI (GenAI) solution on Azure using a Retrieval-Augmented Generation (RAG) architecture and Azure best practices. Leveraging CosmosD…
Bicep 2
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Azure-AI-RAG-CSharp-Semantic-Kernel-Functions
Azure-AI-RAG-CSharp-Semantic-Kernel-Functions PublicThis repository offers a solution for deploying a Generative AI (GenAI) system on Azure using Retrieval-Augmented Generation (RAG). It features a RAG Chat API integrated with CosmosDB and HTML file…
Bicep
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