Update README.md

README.md

@@ -8,4 +8,29 @@ sdk_version: 1.30.0
 app_file: app.py
 pinned: false
 license: mit
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+---
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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.
+
+Models Used:
+
+1. Mistral-7B-Instruct
+2. Llama2-7B
+3. Mixtral-8x7B-Instruct
+4. Google Gemma-7B
+5. OpenAI Whisper Small En
+6. OpenAI GPT-4o, Whisper-1
+7. ArXiV Embeddings
+
+The techniques below which are not ML models but AI include:
+1. Speech Synthesis using browser technology
+2. Memory for semantic facts, and episodic emotional and event time series memories
+3. 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
+5. File and metadata integration combining text, audio, image, and video
+
+