{"repo":"afedukov/searchtweak","free":true,"listed":false,"github":"https://github.com/afedukov/searchtweak","clone":"git clone https://github.com/afedukov/searchtweak.git","description":"Optimize and Enhance Your Search Quality","language":"PHP","stars":16,"topics":["labeling-tool","search","search-engine-optimization","search-quality-evaluation","search-relevance","algolia","elasticsearch","machine-learning-pipeline","opensearch","rest-api"],"license":null,"category":"api-integrations-sdks","readme_excerpt":"SearchTweak Self-hosted search relevance evaluation platform with AI Judges. Assess search quality by running keyword queries against your search APIs, collecting human and AI relevance judgments, and calculating industry-standard IR metrics. Use it to benchmark search configurations, label training data for ML models, and track search quality over time. Key Features - AI Judges — automated relevance judging with OpenAI, Anthropic, Google, DeepSeek, xAI, Groq, Mistral, Ollama, and Custom OpenAI-compatible providers - Human + AI Hybrid Flow — people and AI judges work in one feedback model with Single and Multiple (3) strategies - Judge Operations — provider/model configuration, per-scale prompts, batch size control, logs, token usage, runtime statuses, and JSONL log export by active filters - Search Evaluation — run keyword queries against any search API, collect relevance judgments, and compute metrics automatically - IR Metrics — Precision, MAP, MRR, CG, DCG, nDCG with support for Binary, Graded, and Detail grading scales - Metrics Over Time — track how search quality changes across evaluations with historical charts - Feedback Management — assign grading tasks to team members, reuse judgments (human and AI) across evaluations, scoring guidelines - SSO / OpenID Connect — enterprise authentication via Keycloak, Azure AD, Okta, or any OIDC provider with SSO Only Mode - Team Collaboration — role-based access (Admin, Evaluator), team invitations, tag-based organization - Real-t","default_branch":null,"files":null,"tree":[],"storefront":"/r/afedukov","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/afedukov/searchtweak/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}