Update README.md

README.md

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 GPT-4o Documentation:  https://cookbook.openai.com/examples/gpt4o/introduction_to_gpt4o
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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+This experimental multi agent mixture of expert system uses a variety of techniques and models to create different combinatorial AI solutions.
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+Models Used:
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+Mistral-7B-Instruct
+Llama2-7B
+Mixtral-8x7B-Instruct
+Google Gemma-7B
+OpenAI Whisper Small En
+OpenAI GPT-4o, Whisper-1
+ArXiV Embeddings
+The techniques below which are not ML models but AI include:
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+Speech Synthesis using browser technology
+Memory for semantic facts, and episodic emotional and event time series memories
+Web integration using the q= standard for search linking allowing comparison of tech giant AI implementations:
+Bing then Bing copilot with click 2
+Google which does an AI search now
+Twitter, the new home for technology discoveries, AI Output and Grok
+Wikipedia for fact checking
+YouTube
+File and metadata integration combining text, audio, image, and video
+This app also merges common theories in cognitive AI, AI with python libraries (e.g. NLTK, SKLearn).
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+The intent is to demonstrate SOTA AI/ML and combinations of Function-Input-Output for interoperability and knowledge management.
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+This space also serves as an experimental test bed for new technologies mixing it in with old for comparison and integration.
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+--Aaron