FreeStream — DeepSeek AI Agent
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    FreeStream

    FreeStream

    Daethyra January 30, 2024
    13 copies 0 downloads

    Prebuilt Streamlit/LangChain Agent with Tools and Memory

    FreeStream

    Streamlit Chatbots - Work in Progress

    TLDR:

    • Build on top of an already robust chatbot that reasons before responding, and has access to tools
    • Customize a chatbot to respond exactly how you want
    • Hostable for free through Streamlit Community Cloud
    • API keys required
    • Pay-per-use DeepSeek style interface

    Table of Contents

    • Quickstart
      • Installation
    • Description
    • License
    • LLM Providers' Privacy Policies

    Quickstart

    This app is hosted via Streamlit Community Cloud, here

    Installation

    This project uses poetry for dependency management to be consistent with Streamlit Community Cloud's deployment process.

    Install poetry with:

    pip install -U pip && pip install -U poetry
    

    Then, install the project's dependencies in a virtual environment using poetry.

    Run:

    poetry install
    

    You will need to set all required secrets(API keys), which require their own respective accounts. Make a copy of "template.secrets.toml" and rename it to "secrets.toml" in the root of the project. Fill out each field in the file.

    You can then start the development server with hot reloading by running:

    poetry run streamlit run ./freestream/🏡_Home.py
    

    Description

    Just a freaking robot.

    Here's some papers I found interesting when first learning about generative AI and "augmented generation."

    ConceptDefinition
    Large Language ModelA model that can generate text.
    RAGRetrieval Augmented Generation
    C-RAGCorrective-Retrieval Augmented Generation
    [Self-RAG](https://arxiv.org/abs/2310.11511 "Arxiv: 2310

    Tags

    chatbotdeepseekdeepseek-apideepseek-v3langchainlanggraphlangsmithpythonretrieval-augmented-generationstreamlit

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