데이터 및 검색

52 · 각 항목의 검토 근거를 확인하세요. 수록은 독립적인 실행 검증을 뜻하지 않습니다.

• pg-jev

  realZachi · 데이터 및 검색

  PostgreSQL의 행을 자연어로 필터링하고 분류하며 순위를 매긴다.

• jev-search

  superagents-lab · 데이터 및 검색

  Jev가 검색 출처와 기간을 고르고 반환된 웹 링크를 정렬하는 검색 도구다.

• llama-index-jev

  WiktorB2004 · 데이터 및 검색

  LlamaIndex에서 검색 문단을 평가하고 쿼리 도구를 선택하는 Jev 구성 요소를 제공한다.

• jevsome-projects

  ozers · 데이터 및 검색

  연동 근거를 저장하고 선택적으로 Jev로 분류하는 프로젝트 목록과 탐색 파이프라인.

• jev-curate

  AkashPriyadarshii · 데이터 및 검색

  Jev 점수로 텍스트 레코드를 유지·제외하는 Rust 데이터셋 필터링 실험.

• jevql

  kylemclaren · 데이터 및 검색

  데이터베이스 확장 설치 없이 일반 PostgreSQL에 Jev 기반 필터링, 분류, 순위를 추가한다.

• jev-scout

  AkashPriyadarshii · 데이터 및 검색

  검색한 저장소와 Rust crate 후보를 Jev가 요청에 맞춰 평가·선택한다.

• pg_typesafe

  giuliosmall · 데이터 및 검색

  SQL에서 Jev의 분류, 예·아니요 판단, 평가를 호출하는 pre-alpha PostgreSQL C 확장.

• duckdb-jev

  colliber · 데이터 및 검색

  SQL에서 Jev를 호출하고 ENUM, 숫자, STRUCT 등으로 답을 반환하는 DuckDB 확장.

• jevsql

  EugeneBoondock · 데이터 및 검색

  SQLite에 Jev 의미 판단을 더해 필터링, 순위, 매칭과 근거 추적을 수행한다.

• reranker

  hev · 데이터 및 검색

  질의와 최대 약 30개 후보를 하나의 Jev state에 넣고, 문서마다 Noul 관련 여부를 물어 필터 또는 재순위에 쓴다.

• jev-search-rerank-eval

  zhuyansen · 데이터 및 검색

  9,831개 쌍과 164개 한/영 쿼리를 바탕으로 Jev 리랭킹과 어휘 검색, 벡터 검색, 하이브리드 검색을 다각도로 비교 분석하는 평가 시스템입니다.

• polar_llama

  pnthn-ai · 데이터 및 검색

  Polars 위의 병렬 추론 라이브러리. 채팅 모델은 각 제공자 완성 API를 쓰고, Jev는 행마다 Noul, Choice, Score를 하거나 문서 전체에 타입이 있는 계약을 씌운다.

• jev-semgrep

  uehaj · 데이터 및 검색

  각 행이 어떤 의미에 맞는지 Jev로 채점하는 grep. AND/OR/NOT과 언어를 넘나드는 검색이 된다.

• kody

  kentcdodds · 데이터 및 검색

  선택적 2단 검색: 혼합 후보를 넓힌 뒤 Workers AI typesafe/jev Score로 다시 정렬한다.

• every

  sufianetaouil · 데이터 및 검색

  Ask a yes/no question of every function in a codebase. Ranked answers in seconds, for cents. Grep whose pattern is a question, powered by TypeSafe Jev.

• jev-bfs

  komikat · 데이터 및 검색

  Wikipedia link race pathfinder guided by Jev: assesses outbound links to navigate between two articles in real time.

• jselect

  keltokhy · 데이터 및 검색

  Selects source-linked evidence within a token budget using Jev Noul relevance judgments and local diversity-aware selection.

• JevFind

  Peu77 · 데이터 및 검색

  Fast semantic code search powered by Jev. Find the relevant files, line ranges, and snippets

• jlink

  keltokhy · 데이터 및 검색

  The string baselines are best-match Jaro-Winkler and best-match TF-IDF cosine; the table shows the better of the two. Exact matching after normalization scores 0.26, 0.41, 0.00, 0.00 and 0.22.

• jev-search

  larguesa · 데이터 및 검색

  Experimental semantic line search with TypeSafe Jev via OpenRouter. Python CLI with no runtime dependencies.

• jeveryword

  jkrup · 데이터 및 검색

  Jev answers multiple-choice questions and does not generate text, so on its own it cannot return a name, an email address or a quote. jeveryword numbers the words of your text, offers those numbers as the answer options, and converts the numbers Jev picks back into the original substring with its character offsets.

• jev-311-heatmap

  CompleteTech-LLC-AI-Research · 데이터 및 검색

  The live run excluded 205 reports with missing or invalid coordinates, completed **634 API calls without retries**, and reported **539,979 input tokens**. Repeated descriptions share one evaluation.

• hfjev

  hemanth · 데이터 및 검색

  Classify Hugging Face datasets across typed semantic dimensions with TypeSafe Jev System One. Auto-adapts evaluation rubrics to dataset domains (reviews, news, LLM tuning, support) and classifies rows in a single parallel System One call with calibrated probabilities.

• jev-in-codex

  teempai · 데이터 및 검색

  Jev-powered tool and skill selection, context search, and output triage for Codex via MCP

• jev-reranker

  shinpr · 데이터 및 검색

  Rerank, filter, and compress JSON search results with TypeSafe AI's Jev.

• jevframe

  ktaletsk · 데이터 및 검색

  Semantic AI for pandas and Polars: classify text, analyze sentiment, and score DataFrame rows with natural-language questions and full probabilities using TypeSafe Jev.

• jev-information-extraction

  abhishekmamdapure · 데이터 및 검색

  Ask questions about a PDF. Use Jev to rank the source text that answers them. Inspect each match, its probability, and its location on the original page.

• vector-graph-rag

  zilliztech · 데이터 및 검색

  Milvus-based multi-hop retrieval library with two-stage Jev relation selection and full-passage reranking, achieving 86.07% average Recall@5 on MuSiQue and 2Wiki.

• memsearch

  zilliztech · 데이터 및 검색

  A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

• GPTCache

  zilliztech · 데이터 및 검색

  Semantic cache with a Jev evaluator that uses Noul judgments to check whether a cached response can serve an incoming request.

• deep-searcher

  zilliztech · 데이터 및 검색

  Open Source Deep Research alternative with Jev search-stopping evaluation.

• bootcamp

  milvus-io · 데이터 및 검색

  Runnable search tutorials using Gemini embeddings, Milvus retrieval, and Jev judgments for reranking, filtering, and routing.

• jev-papers

  stas4000 · 데이터 및 검색

  1,000 arXiv AI papers classified with one Jev decision each, checked against an LLM judge. Open rebuild, MIT.

• jev-bigquery-cloudrun

  jeffonelson · 데이터 및 검색

  Classify support tickets in BigQuery with Jev and Cloud Run

• jev-research-pipeline

  shimo4228 · 데이터 및 검색

  **Code owns the loop, Jev judges, Qwen writes: a daily research monitor for standing questions.**

• jev-dataops

  RenaGao · 데이터 및 검색

  An open-source JEV-powered workbench for streaming data selection, quality evaluation, automatic LoRA training and held-out model evaluation.

• jevsql

  sarathi-aiml · 데이터 및 검색

  Text-to-SQL where the model never writes SQL — typed, calibrated decisions (TypeSafe Jev) + code-assembled queries

• jevpdf

  kylemclaren · 데이터 및 검색

  `server/index.ts` is a small Bun server that serves `dist/` and the `/api/jev` proxy, which uses the same forwarding code as dev (`server/jev-upstream.ts`). Because the live proxy spends real credits, it only accepts same-origin POSTs from the app, pins the model, caps request size, and rate-limits each IP.

• jev-retrieval

  romeromarcelo · 데이터 및 검색

  Grep-shaped Rust CLI for coding agents that finds files matching a plain-language concept: a local BM25 pass recalls candidates, Jev verifies each file window-by-window with Noul gates, and one listwise Choice per lane reranks the kept files into `path:line score` output with calibrated probabilities. (Author-submitted: I am the maintainer.)

• duckdb-jev

  prasanthj · 데이터 및 검색

  High-throughput, robust native DuckDB extension for batched and streaming TypeSafe/Jev classification, scoring, and semantic predicates from SQL.

• DataJev

  zzz1YAO · 데이터 및 검색

  ⚡ DataJev LLM → Analyze Jev → Continue / Switch / Verify / Stop System-1 control for System-2 data agents

• milvus-model

  milvus-io · 데이터 및 검색

  A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.

• laya-jev-GraphRAG

  bodepudimuneendra-netizen · 데이터 및 검색

  Agentic GraphRAG engine using swappable System One decision models (local Laya / cloud Jev). Features a complete 4-phase pipeline (Ingestion, Pre-Retrieval, Traversal, Post-Retrieval) and evaluation across Neo4j, Memgraph, Apache AGE, and Kùzu driven by a custom A* traversal algorithm.

• sieve

  nothans · 데이터 및 검색

  Sieve checks a folder of Markdown notes against itself. Crosscheck compares every note with every other, from both sides, and lists the pairs that contradict each other, the pairs that make the same point twice, and the notes that have gone stale. It also ranks the whole folder by any plain-English question, and lints notes against plain-English rules in CI. No index, no embeddings, no generated text. Node, no dependencies.

• jev-rag

  aifabrice · 데이터 및 검색

  Local knowledge search with three modes: BM25 + Jev by default, agentic multi-query lexical search + Jev without vectors, and optional BM25 + embeddings/RRF + Jev, with grounded streaming answers.

• jev-reviews

  halfspin-qc · 데이터 및 검색

  The flagship experiment in this workspace is **`jev-reviews`**: an automated pipeline that ingests Google Maps restaurant reviews from **Apify Storage**, stores and deduplicates them in **Supabase PostgreSQL**, and classifies them using **Jev (TypeSafe System One)** or traditional generative LLMs across 5 operational pillars, extracting dishes, customer highlights, and owner recommendations.

• jevtok-ts

  aarzhaev · 데이터 및 검색

  **No Python, network calls, API keys, native extensions, or runtime dependencies.** Vocabulary and lookup tables ship inside the package. Ordinary `o200k_base` tokenization is not interchangeable with Jev: `evidence` is three tokens and `2024` is four.

• jev-harness

  PromtEngineer · 데이터 및 검색

  A Pi agent harness built around TypeSafe's Jev (System One model): router, context picker, gate, verifier. Tested on Neon Postgres branches.

• JevDeepResearch

  sunyasheng · 데이터 및 검색

  GPT directs the research; Jev uses Choice and Noul to locate evidence across document regions concurrently, and code returns original passages for GPT to verify and continue. The released integration pairs Pi-Serini BM25 search with Jev batches of 20, 40, or 60 documents.

• el-jev

  vijaycinn · 데이터 및 검색

  High-speed System One decision sidecar & Copilot CLI pre-turn hook powered by Azure AI Foundry Cohere with keyless Entra ID auth.

• jev4pg

  Sheltercosmo · 데이터 및 검색

  Semantic querying and gate decisions in PostgreSQL powered by Jev Noul predicates.