The AI Philosophy Chatbot is a sophisticated conversational agent designed to engage users in discussions about artificial intelligence-related philosophy. This innovative application is built using Streamlit, providing a user-friendly interface that accommodates both speech and text input via OpenAI's Whisper technology.
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Speech and Text Interaction: Users can choose to interact with the chatbot using either speech or text, thanks to the integration of OpenAI's Whisper, ensuring accessibility and convenience.
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Efficient Query Processing with GROQ: The chatbot leverages Llama3 accessed through GROQ, a cutting-edge technology developed by Twitter. GROQ uses NLUs instead of traditional GPUs, significantly enhancing query processing efficiency.
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Dynamic Context Management: To handle memory limitations and maintain coherent conversations, the chatbot employs a secondary instance of Llama3, also accessed through GROQ. This instance is tasked with evaluating and updating the conversational context after each user interaction.
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Persistent Context Storage: The updated context is stored in MongoDB, ensuring that the chatbot can maintain continuity in conversations over multiple interactions, providing a seamless and engaging user experience.
This project is still in the BETA phase and might be prone to some inconsistencies.
The following picture is a high-level overview of the architecture. Its only purpose is to make the user understand what's going on in the back.
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This project is licensed under the MIT License- see the LICENSE file for details.