Hindsight
Project / 项目 · In the catalogue / 在目录中查看
What Jev decides here · Jev 在这里做什么决定
Search & ranking (检索与排序), Model routing (模型路由)
noul, choice: read in the code by a model, not yet by a person 由模型在代码里读到，尚无人复核
a model read the call site; no person yet 模型读过调用点，尚无人复核 · · Cited file / 引用的文件: hindsight-api-slim/hindsight_api/engine/decision_model.py
Summary · 摘要
Agent memory server that can hand two jobs to a decision model: re-ranking a recall pool with one Noul per candidate, optionally dropping unhelpful and duplicate memories, and settling easy consolidation cases with Choice questions before the LLM sees them.written by a model
智能体记忆服务器，可以把两件事交给决策模型：对召回候选逐条提一个 Noul 问题来重排，并可选地剔除无用和重复的记忆；在 LLM 处理之前，先用 Choice 问题判定简单的整合情形。模型撰写机翻
Notes · 备注
Off by default: Jev answers only when HINDSIGHT_API_DECISION_MODEL_PROVIDER is typesafe (jev-latest at api.typesafe.ai). The other providers are Hindsight's own hs-decide-1-flash, Cloudflare's Clef and OpenAI's Decisions API. Row drafted from the discovery queue (issue #14) by an AI assistant that read the README and the cited file on 2026-11-05; a maintainer has not yet read the call site.
默认关闭：只有当 HINDSIGHT_API_DECISION_MODEL_PROVIDER 设为 typesafe（api.typesafe.ai 上的 jev-latest）时才由 Jev 回答。其他提供方是 Hindsight 自己的 hs-decide-1-flash、Cloudflare 的 Clef 和 OpenAI 的 Decisions API。本条目由 AI 助手根据发现队列（issue #14）起草，于 2026-11-05 阅读了 README 和所引文件；维护者尚未亲自阅读调用点。
Launches · 发布记录
Not launched yet. 还没有发布过。 Launch it / 发布它 ↗ · How a product launches / 怎样发布一个产品
Makers · Maker
Made this? Confirm or correct its entry / 这是你做的？确认或更正条目 ↗
The same form takes the product's one line and a demo link, in its maker's own words. 同一个表单也可以补上产品的一句话和演示链接，用 Maker 自己的话。
Badge for its README · README 徽章
[](https://kydlikebtc.github.io/awesome-jev/products/hindsight.html)One line for the product's README, linked to this page. The picture says that it is listed; while it is on the launch board, that it is launching; after a week in the top three, its place. It is rebuilt with the site, so the line never needs changing. 放进产品 README 的一行，链接到本页。图片显示已收录；在发布榜上时显示正在发布；进过某周前三后显示名次。它随网站一起重建，这一行不用再改。
Also under this pattern · 同一模式的其他产品
AutoGPT TypeSafe blocks
Seven production blocks — choice, score, yes/no, ask-many, route, pick-best, filter — with a UTF-8 byte budget, verbatim wire capture and eleven test files.
OpenViking: retrieval reranking
One Noul per candidate document in a single batched request, with the yes-probability used directly as the relevance score.
oh-my-pi
⌥ Coding agent with the IDE wired in
FastMCP jev_search transform
Two-stage MCP tool search: a wide Choice coarse-ranks the whole catalogue, then a shortlist gets full descriptions plus one Noul each to decide whether it does the job at all.
jcode: memory recall without embeddings
Replaces the whole retrieval stack for memory recall — no embeddings, no BM25, no reranker — with one batched Noul per candidate memory.