Below you will find pages that utilize the taxonomy term “Vishisht16”
July 6, 2026
HumaneProxy Safety Benchmark
Version updated for https://github.com/Vishisht16/Humane-Proxy to version v0.6.0.
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What’s Changed This release is about doing the same work faster and scaling it across workers—three independent performance wins, each behind an opt-in extra with a clean fallback.
Added ONNX Runtime Stage-2 backend (stage2.backend, env HUMANE_PROXY_STAGE2_BACKEND): Stage 2 can now run the embedding model on its pre-exported ONNX graph via a new onnx extra (onnxruntime + tokenizers + huggingface_hub)—no PyTorch, roughly 2 GB lighter to install, and faster on CPU. The default "auto" prefers ONNX when installed and falls back to sentence-transformers; both produce numerically equivalent embeddings, verified by an equivalence test suite (including long-input truncation parity). Model, anchor, and result caches are keyed per backend.
July 6, 2026
HumaneProxy Safety Benchmark
Version updated for https://github.com/Vishisht16/Humane-Proxy to version v0.5.6.
This action is used across all versions by 0 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
What’s Changed This release rolls up the 0.5.x bug-fix series (0.5.1-0.5.6) — the result of a full audit of the codebase against its documentation. Every fix ships with regression tests: the suite grew from 298 to 353 tests, with zero skips and zero expected failures.
July 5, 2026
HumaneProxy Safety Benchmark
Version updated for https://github.com/Vishisht16/Humane-Proxy to version v0.5.0.
This action is used across all versions by 0 repositories. Action Type This is a Composite action.
Go to the GitHub Marketplace to find the latest changes.
What’s Changed Highlights 🔭 OpenTelemetry distributed tracing (#7) — export pipeline traces to Jaeger, Grafana Tempo, or Datadog via the new [telemetry] extra. Every request produces a pipeline.classify span with privacy-safe attributes (category, score, stage reached, message hash — never raw text). Zero overhead when disabled. 🌍 Region-aware care response — set safety.categories.self_harm.region: "IN" (any ISO country code) to surface that country’s crisis resources first, while always keeping the full international list. ☎️ Crisis helplines for new countries (#26) — Japan, South Korea, Spain, Italy, Mexico, New Zealand and more join the existing US/IN/GB/AU/CA/DE/FR/BR/ZA resources. 🗄️ Storage-backend consistency (#37) — the admin API, CLI, and MCP tools now route through the storage factory instead of raw SQLite, so Redis and PostgreSQL deployments see the same data everywhere. 📊 Query upgrades — escalation queries support date filtering (date_from/date_to) and sorting across all three backends. Fixed Multimodal content arrays: /chat extracts text from OpenAI-style content parts and no longer errors on string or malformed message content (#44, #45, #48). Empty /chat request bodies return a clean 400 (#41). CodeQL SQL-injection alerts resolved with statically generated SQL templates; timezone conversion and CSV triggers serialization fixed in escalation export. Security Admin Bearer-token comparison hardened against timing attacks with hmac.compare_digest (#18, #21). HTTP MCP hardened: binds to 127.0.0.1 by default, warns on public binds without a token, supports Bearer auth via HUMANE_PROXY_ADMIN_KEY, and bounds audit-log queries (#17). Docs & Tests Mermaid.js architecture diagram, README table of contents, corrected Stage-1 transition labels. New test coverage: Unicode/leet-speak heuristic edge cases, pipeline config validation, malformed payloads, decay-weighted-mean edge cases. Full Changelog: https://github.com/Vishisht16/Humane-Proxy/compare/v0.4.0...v0.5.0