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Kadoa for LLMs

Connect Unstructured Data To LLMs

Transform raw enterprise data to LLMs, no matter the source.
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Turnkey Data Extraction

Extract data from diverse unstructured sources like HTML, PDF, or CSV and make it RAG-ready.

Transformation and Orchestration

Automatically clean, chunk, and prepare your unstructured data with customizable transformation steps.

Continuous Updates

Keep your LLM and vectors up-to-date with scheduled data ingestion.

Use case with proven ROI

Problem
A leading investment bank needed to build an internal knowledge assistant for their analysts, leveraging their vast repository of research reports, policy documents, and internal wikis.
Kadoa Solution
  • Automated extraction from wikis, websites, and internal PDFs
  • Custom chunking rules for financial documents
  • Automated metadata tagging
  • Direct integration with vector databases
  • Daily synchronization
ROI

  • Reduced implementation time from 6 months to 3 weeks

  • Zero maintenance for their ETL pipelines

  • Thousands of documents processed weekly without maintenance

"Kadoa eliminated our biggest headache in LLM development - making unstructured data from different sources RAG-ready."
— Head of AI
Sample workflow

Documents

PDFs, Word, Excel, Email archives

Internal Systems

Confluence, SharePoint, Notion, Databases

External Content

Websites

Extract

Clean, relevant content

Chunk

Optimal semantic splitting

Embedding

Embed the chunks as vectors

Vector Databases

LLM Context

Sample results
Timestamp
2024-01-15T09:00:00Z
Source Type
Documents
Document Type
PDF
Document URL
https://internal.company.com/docs/product-manual-v2.pdf
Title
Product Technical Manual v2.0
Extracted Content
Technical specifications and user guidelines for Product X
Chunk Size
500 tokens
Number of Chunks
12
Category
Technical Documentation
Tags
product manual, specifications, technical, v2.0
Department
Engineering
Summary
Comprehensive technical manual covering installation, configuration, and maintenance
Last Updated
2024-01-15T09:00:00Z
Vector Store Status
indexed
LLM Context Length
2000 tokens
Timestamp
2024-01-15T09:30:00Z
Source Type
Knowledge Base
Document Type
HTML
Document URL
https://kb.company.com/articles/customer-onboarding
Title
Customer Onboarding Guide
Extracted Content
Step-by-step process for new customer onboarding
Chunk Size
300 tokens
Number of Chunks
8
Category
Customer Success
Tags
onboarding, customer success, guide, procedures
Department
Customer Support
Summary
Detailed guide for customer success teams on onboarding new clients
Last Updated
2024-01-15T09:30:00Z
Vector Store Status
indexed
LLM Context Length
1500 tokens
Timestamp
2024-01-15T10:00:00Z
Source Type
Web Content
Document Type
HTML
Document URL
https://blog.company.com/posts/ai-implementation-case-study
Title
AI Implementation Case Study
Extracted Content
Success story of AI implementation in manufacturing
Chunk Size
400 tokens
Number of Chunks
6
Category
Case Studies
Tags
AI, manufacturing, case study, success story
Department
Marketing
Summary
Case study showcasing successful AI implementation in manufacturing processes
Last Updated
2024-01-15T10:00:00Z
Vector Store Status
pending
LLM Context Length
1200 tokens
Timestamp
2024-01-15T10:30:00Z
Source Type
Documents
Document Type
Word
Document URL
https://internal.company.com/docs/security-policy-2024.docx
Title
Security Policy 2024
Extracted Content
Updated security policies and compliance requirements
Chunk Size
350 tokens
Number of Chunks
15
Category
Policies
Tags
security, compliance, policy, 2024
Department
IT Security
Summary
Annual security policy document covering all compliance and security procedures
Last Updated
2024-01-15T10:30:00Z
Vector Store Status
indexed
LLM Context Length
2500 tokens
Timestamp
2024-01-15T11:00:00Z
Source Type
Knowledge Base
Document Type
Text
Document URL
https://kb.company.com/articles/api-integration-guide
Title
API Integration Guide
Extracted Content
Technical documentation for API integration
Chunk Size
450 tokens
Number of Chunks
10
Category
Development
Tags
API, integration, development, technical
Department
Engineering
Summary
Comprehensive guide for integrating with company APIs
Last Updated
2024-01-15T11:00:00Z
Vector Store Status
indexed
LLM Context Length
1800 tokens

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