Introducing Willow, our new state-of-the-art quantum computing chip with a breakthrough that can reduce errors exponentially as we scale up using more qubits, cracking a 30-year challenge in the field. In benchmark tests, Willow solved a standard computation in <5 mins that would take a leading supercomputer over 10^25 years, far beyond the age of the universe(!).
🚀 GraphRAG: Boost Retrieval Accuracy and RAG Performance!
Check out the diagram and tech stack below to see how this works.
🔹@CamelAIOrg: A multi-agent system framework that facilitates the workflow and provides agents such as Knowledge Graph Agent and Chat Agent.
🔹@MistralAI: Provides the LLM Mistral Large 2 and an embedding model, Mistral Embed.
🔹@neo4j: Knowledge graph database.
🔹@qdrant_engine: Vector database.
🔹@UnstructuredIO: Gets the data ready for RAG.
Thanks to @ttokzzzzz and @guohao_li for their contributions to this. 🤝
Thanks to @sophiamyang and @MistralAI for collaborating on this project. 🤝
Try it out for yourself via this cookbook: https://t.co/Kwyb6wVieN
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