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Hallucination Mitigation Python Packages

Python packages with the GitHub topic hallucination-mitigation. Sorted by relevance, with stars and monthly downloads.
cvs-health
uqlm

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection

5K 1K 123
FastBuilderAI
fastmemory

FastMemory is a topological representation of text data using concepts as the primary input. It helps in improving the RAG(by replacing embedding and vectors entirely), AI memory and LLM queries by upto 100% as in the huggingface benchmarks(22+ SOTA)

906 37 5
Telsho
extrai-workflow

Structured data extraction with LLM majority vote

284 6 0
Kernel-Dirichlet
cotarag

Agentic-AI framework w/o the headaches

212 9 0
Mmorgan-ML
phase-slip-sampler

An entropic perturbation sampler for LLMs using orthonormal vector rotation and logit anchoring.

177 6 0
Maverick0351a
oscillink

Oscillink Lattice — Short-Term Coherence SDK (physics-inspired memory for generative models)

158 15 2
Maverick0351a
ais-client

<<<<<<< HEAD Production firewall & hygiene layer for AI JSON. Stop shipping brittle parsing glue. AIS turns noisy / malformed / risky model JSON into clean, validated, policy‑compliant objects — and only bills when an LLM rescue is actually needed.

146 1 0
zjunlp
deco-mllm

[ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

130 144 13
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