Get knowledge in. Keep it current.

Upload documents, sync URLs, or point to endpoints. Content is indexed on arrival and tracked as it changes.

Platform

Knowledge operations for real, living content

Convert files, URLs, and text into searchable data.
Add new content quickly, without extra coding.
Ensure indexes and search results stay accurate as content and models update.

How content is managed and updated

Add documents and links to Knowledge².
Content updates automatically when the source changes.
Changes are reflected immediately in the workflow.

Document list showing managed content with status indicators

Easy updates

Track the progress of updates.
Avoid repeating work during updates.
Keep content organized as it changes.

Jobs dashboard with ingestion and indexing status tracking

Syncing with other processes

Keep content, models, and deployments updated together.
Ensure teams don’t redo work when content changes.
Move smoothly from testing to production.

Pipeline canvas showing corpus, agent, and feed workflow

New content appears in search immediately.
No manual updates or refreshes needed.
Updates stay consistent as files and URLs change.

Example user experience

A new policy appears in search the same day it’s published.

Content updates continue running in the background.

Question

How much parental leave do contractors receive?

Updated result

Contractors now receive six weeks of parental leave. Both the updated handbook section and policy page are included in the result.

Source synced from: handbook.pdf
Source synced from: /policies/leave
Corpus refreshed: 14 minutes ago

Implemented with the Knowledge² Python SDK

Keep the implementation surface small

Python SDK Docs Examples

Python SDK example

Python

from sdk import Knowledge2k2 = Knowledge2(api_key="k2_...")k2.upload_files_batch(    "corp_people_ops",    files=[("handbook.pdf", handbook_bytes)],)k2.ingest_urls(    "corp_people_ops",    urls=["https://intranet.example.com/policies/leave"],)job = k2.build_indexes("corp_people_ops")

Illustrative indexing response

JSON

{ "job_id": "job_idx_74b6", "status": "queued", "documents_received": 12, "source_count": 2}

Cited evidence on every answer
Tenant-scoped access controls
Audit logging
VPC / on-prem deployment
SOC 2 readiness

Customer results

31.8% cost reduction per turn. 43-75% less retrieval context.

~$80Kmodeled annual savingsElevataFinancial services

Get knowledge in. Keep it current.

Knowledge operations for real, living content

What faster knowledge operations look like

How content is managed and updated

Easy updates

Syncing with other processes

Content is searchable as soon as it’s added

A new policy appears in search the same day it’s published.

Your first agent is twenty minutes away