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1. Interactive-RAG Interactive-RAG Public

   Using MongoDB Atlas + ActionWeaver, we can build a user proxy agent that efficiently retrieves and ingests relevant information. This agent presents the data to the user in an interactive and custo…

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2. vanilla-agents vanilla-agents Public

   This repository provides a flexible and customizable implementation of an advanced conversational AI agent, allowing you to leverage the capabilities of your preferred LLM provider without the need…

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3. mdb-agg-crewai mdb-agg-crewai Public

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4. hacking-vectors hacking-vectors Public

   Python script demonstrating the process of recovering text from embeddings, highlighting the associated privacy risks and mitigation strategies in dense retrieval systems.

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5. chatdocs-mdb chatdocs-mdb Public

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   Chat with your documents offline using AI + MongoDB Atlas Vector Search

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6. the-prefect-agent the-prefect-agent Public

   This project aims to develop a natural language interface (NLI) for Prefect workflows using generative AI (GenAI). The prefect agent will analyze user input, determine the appropriate Prefect flow …

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