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Update README.md

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@@ -38,6 +38,7 @@ Our proprietary **OGAI LLMs** are purpose-built for **oil and gas industry appli
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  | **Model** | **Use Case** |
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  |-----------------|-------------|
 
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  | **OGAI-Quantum** | **Hybrid Quantum-Classical AI for Reservoir, Seismic, and Production Optimization** |
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  | **OGAI-R1** | **Reservoir Intelligence & Geoscience AI** |
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  | **OGMOE** | **Mixture of Experts (MoE) for Drilling Optimization** |
@@ -62,7 +63,7 @@ Gain Energy’s **quantum LLMs** leverage **Upstrima’s WebAssembly-powered Qua
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  - **Frontend**: React.js, Material-UI, Redux
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  - **Backend**: Node.js, Express.js, GraphQL APIs, RESTful APIs
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- - **AI Services**: OGAI LLM Family, OpenAI GPT-4, LangChain, FAISS/Pinecone
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  - **Quantum Frameworks**: Qiskit, PennyLane, Cirq, TensorFlow Quantum
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  - **Data Storage**: PostgreSQL, MongoDB, AWS S3
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  - **Infrastructure**: Docker, Kubernetes, AWS/GCP
 
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  | **Model** | **Use Case** |
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  |-----------------|-------------|
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+ | **OGAI 3.1 Engineer** | **Customized LLM framework tailored for oil and gas engineering complexities** |
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  | **OGAI-Quantum** | **Hybrid Quantum-Classical AI for Reservoir, Seismic, and Production Optimization** |
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  | **OGAI-R1** | **Reservoir Intelligence & Geoscience AI** |
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  | **OGMOE** | **Mixture of Experts (MoE) for Drilling Optimization** |
 
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  - **Frontend**: React.js, Material-UI, Redux
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  - **Backend**: Node.js, Express.js, GraphQL APIs, RESTful APIs
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+ - **AI Services**: OGAI LLM Family, LangChain, FAISS/Pinecone
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  - **Quantum Frameworks**: Qiskit, PennyLane, Cirq, TensorFlow Quantum
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  - **Data Storage**: PostgreSQL, MongoDB, AWS S3
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  - **Infrastructure**: Docker, Kubernetes, AWS/GCP