Knowledge²
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Public SDKs, docs, and examples for real evaluation

Knowledge² gives technical teams a public developer surface they can actually use: install the SDK, read the docs, run the examples, and integrate through common AI frameworks.

Platform

Public resources for serious evaluation

  • Start with the public Knowledge² Python SDK on GitHub and PyPI.
  • Use the public docs repo for getting-started guides, integrations, and API reference.
  • Run the public examples repo to evaluate fit before deeper implementation work.

Start with the public Knowledge² toolkit

The public developer surface is the fastest way to understand how Knowledge² fits your product, your corpus, and your existing stack.

01

Knowledge² Python SDK

  • Official client on PyPI and GitHub
  • One client spanning ingest, search, tuning, deployment, and operations
  • A straightforward starting point for programmatic evaluation
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02

Knowledge² docs

  • Public getting-started guide and API reference
  • Framework integration documentation for LangChain and LlamaIndex
  • The clearest view of the hosted developer surface before implementation
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03

Knowledge² examples

  • Runnable SDK lifecycle examples
  • Released LangChain and LlamaIndex examples for common adoption patterns
  • A practical way to test implementation fit with less guesswork
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04

Production-friendly integration behavior

  • Automatic retries and rate-limit handling
  • Pagination and predictable error handling for long-lived integrations
  • Auth patterns that support both hosted and self-managed deployments
Product screenshot

What this looks like in a product

A team reaches a working pilot without reverse-engineering the platform

The public SDK, docs, and examples should be enough to get a real evaluation moving without a long setup cycle.

  • Technical teams can test implementation fit from public repos instead of sales-only material.
  • The first working search flow should fit in a small script.
  • Teams can layer K² into LangChain or LlamaIndex when that is the right fit.

Example quickstart outcome

A product engineer gets the first answer working in one pass

The goal is a usable baseline, not a month of setup.

Question

How do I rotate an API key?

Returned result

API keys can be rotated from Settings > Security. Existing keys remain valid until revoked, which lets you stage the rollover safely.

  • Project created: Support Search
  • Corpus created: Product Docs
  • First search result returned

Implemented with the Knowledge² Python SDK

Keep the implementation surface small

Python SDKDocsExamples

Python SDK example

Python
from sdk import Knowledge2k2 = Knowledge2(api_key="k2_...")project = k2.create_project("Support Search")corpus = k2.create_corpus(project["id"], "Product Docs")k2.upload_document( corpus["id"], raw_text="API keys can be rotated from Settings > Security...",)results = k2.search(corpus["id"], "How do I rotate an API key?", top_k=5)

Illustrative quickstart response

JSON
{ "project_id": "proj_support_search", "corpus_id": "corp_product_docs", "results": [ { "score": 0.97, "text": "API keys can be rotated from Settings > Security..." } ]}
  • 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

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