Knowledge Base
Artificial Intelligence & Machine Learning
Hybrid Search
Hybrid Search combines Keyword and Vector retrieval to maximize AI accuracy. Match exact terms while understanding semantic intent to power the most reliable RAG systems and AI agents.
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GraphRAG (Graph Retrieval-Augmented Generation)
GraphRAG combines Knowledge Graphs with Vector Search to enable global reasoning. Map relationships across datasets to answer complex, multi-hop questions with unparalleled AI accuracy.
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Top Open-Source Models (2026)
Open-source models like Llama 4 and Qwen 3.5 offer frontier AI performance with total privacy. Run high-performance LLMs on your own hardware to enable secure, cost-effective AI agents.
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Parameter-Efficient Fine-Tuning (PEFT)
PEFT allows you to fine-tune massive AI models at a fraction of the cost. Update <1% of parameters to adapt LLMs to your brand voice or niche data without the need for massive GPU clusters.
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Small Language Models (SLMs)
Small Language Models (SLMs) provide high-efficiency AI for niche tasks. Run powerful, private, and low-latency models on edge devices while reducing cloud costs and energy consumption.
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Agentic Workflows
Agentic Workflows enable AI to plan, use tools, and self-correct to complete complex tasks. Move beyond simple prompts to autonomous loops that iterate until your business goals are met.
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Knowledge Graph
A Knowledge Graph organizes data as nodes and relationships, enabling AI agents to perform complex reasoning. It provides structured, deterministic truth for explainable and linked data.
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Vector Database
A Vector Database stores data as high-dimensional embeddings, enabling semantic search and RAG for AI agents. It powers long-term memory by retrieving context based on meaning, not keywords.
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Kling 3.0 Model Series (Omni)
Understand professional AI video and image creation with Kling 3.0. Explore Video 3.0 Omni’s multi-shot cinematic control and Image O1’s precision editing for high-fidelity, agentic workflows.
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Seedream 5.0 Lite
Seedream 5.0 Lite is a multimodal image generation model on BytePlus ModelArk, supporting text and image inputs for high-quality, instruction-aligned image generation and editing workflows.
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Qwen 3.5
Qwen 3.5 is Alibaba Cloud’s open-weight LLM series, delivering strong reasoning, long-context support, coding performance, and multilingual capabilities for enterprise AI and agentic workflows.
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