Hallucination Prevention Python Packages

verbatim-rag

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

957 196 26

verbatim-core

Lightweight verbatim span extraction -- the RAG-agnostic core of verbatim-rag

764 196 26

proof-engine-wiki

AI agent skill that creates formal, verifiable proofs of claims — every fact computed or cited, never asserted

733 7 1

browseai

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

710 19 6

browseaidev

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

674 19 6

proof-citations

AI agent skill that creates formal, verifiable proofs of claims — every fact computed or cited, never asserted

538 7 1

csl-core

Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.

532 15 12

proof-engine-registry

AI agent skill that creates formal, verifiable proofs of claims — every fact computed or cited, never asserted

506 7 1

llamaindex-browseaidev

LlamaIndex integration for BrowseAI Dev — research infrastructure with Grounded Intelligence for AI agents

428 19 6

langchain-browseaidev

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

342 19 6

crewai-browseaidev

CrewAI integration for BrowseAI Dev — research infrastructure with Grounded Intelligence for AI agents

308 19 6

oacp

Open Agent Compliance Protocol - Governance layer for LangGraph

308 0 0