Bring Your Enterprise Knowledge to Life

Bring Your Enterprise Knowledge to Life

Upload documents, AI learns automatically. Precise retrieval, instant answers. A new paradigm for enterprise knowledge management.

Traditional vs Intelligent

Say goodbye to inefficient knowledge management. Embrace AI-powered intelligent knowledge base.

Unified Knowledge Management

Scattered Knowledge

Enterprise core digital assets are scattered everywhere. Finding information is like searching for a needle in a haystack.

Unified Knowledge Management

One-click upload for multi-format documents. AI auto-parses and indexes, centralized management.

Intelligent Search & Answers

Low Search Efficiency

Employees spend 2-3 hours daily searching for information, compressing actual work time.

Intelligent Search & Answers

Vector + full-text hybrid search, precise answer定位, second-level response.

AI-Assisted Learning

Difficult Onboarding

Technical manuals are thick and hard to read. New hires take 1-2 months to get up to speed.

AI-Assisted Learning

New hires ask directly, AI answers based on enterprise docs. Training cycle缩短 70%.

From document upload to intelligent answers — fully automated.

Technical Highlights

01

Upload Documents

Supports PDF, Word, Excel, CSV, Markdown, TXT. Up to 100MB per file.

02

Auto Parse

Smart chunking at 350 tokens with 50 token overlap. Chinese-English adaptive.

03

Vector Index

BGE model generates 1024-dim vectors. Stored efficiently in pgvector.

04

Precise Retrieval

Cosine similarity search + Reranking two-stage refinement for accurate matching.

05

Smart Answer

Accurate answers with source citations. SSE streaming output supported.

Core Features

Complete feature set covering document processing, retrieval, and Q&A.

01

Multi-Format Documents

PDF, Word, Excel, CSV, Markdown, TXT. SHA-256 automatic deduplication.

02

Smart Chunking

350 token chunks, 50 token overlap. Chinese-English adaptive separator strategy.

03

Vector Retrieval

pgvector cosine similarity. Filter by category, file, or knowledge base.

04

Reranking

Two-stage retrieval: 5x candidates, then BGE Reranker refines to top-K.

05

Source Citations

Every answer cites [Source X], traceable to original paragraph and page.

06

Access Control

RBAC permission control, precise to folders, role-based access management.

Use Cases

Applicable across multiple business scenarios, making knowledge truly create value.

01

Internal Knowledge Base

Centralized management of internal documents, policies, and processes. Employees access anytime.

02

Product Doc Assistant

Intelligent Q&A for product manuals and API docs. Developers find answers quickly.

03

Technical Manuals

AI interprets complex technical documents, boosting engineer productivity.

04

Employee Training

New hires learn by asking directly. AI answers precisely based on enterprise docs.

Alibaba Top LLM

Uses Alibaba's top-tier LLM for answering and embedding, leading效果.

Native pgvector

No extra vector database needed. Native PostgreSQL support, simple ops.

BGE Chinese Vectors

BAAI/bge-large-zh-v1.5 — Chinese-optimized 1024-dim vector model.

Flexible Configuration

TopK, similarity threshold, Reranking toggle — adjust as needed.

Hybrid Retrieval

BM25 keyword + vector semantic dual recall, precisely matching user intent.

Citation Traceability

Every answer includes source references for verification — trustworthy and reliable.

Ready to Bring Knowledge to Life?

5-minute deployment. Instantly get an intelligent knowledge base.