向量检索（RAG）：基于语义向量相似度检索
06 / Solution detail
AI Knowledge Base Solution
An enterprise AI knowledge base built on Filez, delivering 500%+ parsing speed-up and 85% hybrid retrieval recall. Knowledge access efficiency +100%, utilization +150%, maintenance cost -200%, and init time -300%.
Solution contents
00
Overview
Deliverables
AI Knowledge Base Solution
1Multi-source knowledge aggregation and parsing
2Multi-channel recall and Rerank hybrid retrieval
3Enterprise security and access control
4Verifiable citations to fight AI hallucination
5Quantified benefits and industry rollout
5
Deliverables
6
delivery chapters
01
High-Performance Vectorized Parsing & Knowledge Ingestion
500%+ parsing speed-up: 100G batch initialization shortens from 28 days to 5 days, with support for hundreds of file formats.
Capability points
1模型专用：根据任务难度匹配专用模型，确保质量与效率双优
2并发和异步处理：多进程、多线程并发处理，问答与解析异步执行
3CPU+GPU动态调度：根据任务类型和负载动态分配计算资源
4文件内容级分类解析：文字和图片混合文件实现内容级分类处理
5上百种格式专业化处理支持
02
Multi-Channel Recall & Rerank (Hybrid Retrieval)
全文检索（ES）：基于关键词精确匹配
混合检索（RAG+LLM & ES+LLM）：两路结果融合，权重可调，召回率达85%
动态Rerank算法：关键信息优化
嵌入模型优化与Agent流程编排
Vector + full-text hybrid retrieval, recall at 85%, with dynamic Rerank and Agent orchestration.
03
Enterprise-Grade Knowledge Security & Access Control
File-level permission checks, DLP controls, preview watermarks, and Q&A strictly bounded by authorization.
- 文件级权限校验：确保员工在授权范围内获取知识
- DLP管控与内容涂黑：防止越权获取敏感数据
- 预览水印：保护核心数据资产
- 基于数据块和文件的权限管控问答边界
- 权限辅助召回机制
04
Multi-Source Knowledge Ingestion & Multi-Model Ecosystem
Unified aggregation from Filez, enterprise drives, business systems, and personal devices, compatible with mainstream LLMs and private deployments.
- 统一汇聚 Filez平台、企业网盘、业务系统、个人设备 等多源异构数据
- 支持国内外主流大模型供应商
- 支持企业内部私有大模型，保障数据主权
- API/SDK/UI 三种集成方式，跨系统生态嵌入
- 即开即用的知识汇聚与权限体系
05
Verifiable Citations & Trustworthy AI Q&A
Every answer cites its source, a safety fence constrains Q&A to authorized scope, and AI responds in seconds with related cases.
01
答案标注来源：每个答案均标注知识来源，可点击查看原始文档
Core
02
安全围栏机制：问答严格限制在授权知识范围内
03
大模型回答必须基于真实文档，杜绝凭空捏造
04
自然语言提问，AI秒级响应并关联相似案例
Implementation flow
06
Quantified Business Benefits & Industry Deployment
Capability points
01
知识获取效率 +100%（员工获取知识时间缩短 50%+）
02
知识利用率 +150%（沉睡知识被激活）
03
知识维护成本 -200%（AI自动化入库与更新）
04
知识初始化时间 -300%（28天 → 5天）
05
行业覆盖：先进制造、金融、工程建筑、医药生物、能源化工、教育
Knowledge access +100%, utilization +150%, maintenance -200%, init -300% - covering advanced manufacturing, finance, construction, pharma, energy, and education.
5
Capability points
06
Implementation analysis
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