Evidence Linking Kit

Link claims to supporting evidence with provenance chains.

0/6 links established

Configuration

Method

Multi-hop

Evidence Links

LLMs show emergent reasoning92% confidence

arxiv_2301.07041.pdf: Section 3.2, Table 2

RLHF improves helpfulness88% confidence

anthropic_safety_blog.md: paragraph 7

Constitutional AI reduces harm94% confidence

arxiv_2212.08073.pdf: Experiment 1

GPT-4 passes bar exam85% confidence

techcrunch_ai_policy.html: gpt4 section

Smaller models can be distilled91% confidence

nature_ml_survey.pdf: Distillation chapter

Quantization loses <2% accuracy78% confidence

arxiv_2206.01859.pdf: Table 4

Integration Code

import { createKnowledgeBase } from 'agent-tools-kit/knowledge'

const kb = createKnowledgeBase({ chunking: 'semantic', embedModel: 'text-embedding-3-small' })
await kb.ingest('./documents/')
const results = await kb.search('query text', { topK: 5 })