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Decision patterns & architecture29 of 29 matches
Routing & selection5 of 5 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Function callingdocs.typesafe.ai | — | Maps trading requests onto ten ordinary typed functions, with Choices for the function and closed-set arguments and Nouls for which arguments were stated. | Decision patterns & architectureRouting & selection | |
| Intent routingdocs.typesafe.ai | — | Classifies requests with a Choice and a complexity Score, then sends each to code, a specialist LLM, or a human. | Decision patterns & architectureRouting & selection | |
| Skill suggestiondocs.typesafe.ai | — | Picks at most one of 182 agent skills per turn in two requests, cutting wrong skill loads from 16.8% to 7.3%. | Decision patterns & architectureRouting & selection | |
| Smart home assistant demo — discussionwww.reddit.com | — | Interprets home commands with a long speculative fan-out of Choices, plus a Noul that spots compound requests for an LLM to split. | Decision patterns & architectureRouting & selection | |
| Smart home assistant demo — discussion 2www.reddit.com | — | Interprets home commands with a long speculative fan-out of Choices, plus a Noul that spots compound requests for an LLM to split. | Decision patterns & architectureRouting & selection |
Scoring & ranking2 of 2 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Composite scoringdocs.typesafe.ai | — | Scores each dimension separately and combines them with weights in code, so priorities change without touching the questions. | Decision patterns & architectureScoring & ranking | |
| Re-rankingdocs.typesafe.ai | — | Scores each BM25 candidate with one Noul per query-passage pair, lifting top-10 legal retrieval accuracy from 38% to 62% for about $0.06 in total. | Decision patterns & architectureScoring & ranking |
Verification & gates3 of 3 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Classifying RAG passagesdocs.typesafe.ai | — | Runs four Nouls per retrieved passage to drop prompt injections and off-topic text and to flag passages that contradict the question. | Decision patterns & architectureVerification & gates | |
| Double-checking citationsdocs.typesafe.ai | — | Pairs an exact string match with a supports, contradicts, or says-nothing Choice to catch fabricated and misused citations. | Decision patterns & architectureVerification & gates | |
| Guardrails for LLMsdocs.typesafe.ai | — | Screens inputs and outputs with hazard Nouls and a severity Score, then maps probabilities to pass, review, or block through code-owned policies. | Decision patterns & architectureVerification & gates |
Confidence & uncertainty1 of 1 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Classification using confidencedocs.typesafe.ai | — | Sorts 60 SEC filings into 75 industry groups and falls back to the broader division below 0.9 confidence, turning 39 correct answers into 48 useful ones. | Decision patterns & architectureConfidence & uncertainty |
More projects & source code3 of 3 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| jevseogithub.com | — | SEO and AI-answer visibility: a deterministic crawler extracts every page of a business site, Jev answers a narrow typed Choice/Score/Noul question set per page, and application code turns those probabilities into ranked findings under three confidence bands with the grey zone routed to a needs-a-human pile rather than acted on; it runs locally on one port with no API key through the keyless Zen tier, publishes no search-volume numbers at all because Jev carries no index or volume data, and its source is UNLICENSED (all rights reserved) - unrelated to the other jev-seo entry above. | Decision patterns & architectureMore projects & source code | |
| ← Back to Awesome Jevgithub.com | 24 | Listed by the source without a separate description. | Decision patterns & architectureMore projects & source code | |
| ← Back to Awesome Jevgithub.com | 24 | Listed by the source without a separate description. | Decision patterns & architectureMore projects & source code |
More posts & discussions2 of 2 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Line-by-line search — demox.com | — | Ranks 218 lines of a terms-of-service document with a single Choice and uses a Noul to say when the document has no answer. | Decision patterns & architectureMore posts & discussions | |
| Line-by-line search — discussionwww.reddit.com | — | Ranks 218 lines of a terms-of-service document with a single Choice and uses a Noul to say when the document has no answer. | Decision patterns & architectureMore posts & discussions |
More guides & websites13 of 13 matches
| Resource | Stars | Description | Category | Save |
|---|---|---|---|---|
| Autoresearch feature discoverydocs.typesafe.ai | — | An LLM proposes questions, Jev answers them for every row, and CatBoost learns from the answers, cutting held-out wine-score error (RMSE) from 3.09 to 1.77. | Decision patterns & architectureMore guides & websites | |
| Confidence-gated routingdocs.typesafe.ai | — | Uses confidence as a second axis, with stricter thresholds for riskier actions such as money transfers. | Decision patterns & architectureMore guides & websites | |
| console cookbooksconsole.typesafe.ai | — | Official, copy-pasteable workflows. Full index: console cookbooks and docs index. | Decision patterns & architectureMore guides & websites | |
| Date extractiondocs.typesafe.ai | — | Reads date parts with Choices and leaves all calendar math to code, sending low-confidence dates to review. | Decision patterns & architectureMore guides & websites | |
| Hierarchical classificationdocs.typesafe.ai | — | Walks deep taxonomies such as patent codes, retail products, MeSH, and a source tree with one Choice per node and beam search over the probabilities. | Decision patterns & architectureMore guides & websites | |
| Knowledge graph entity alignmentdocs.typesafe.ai | — | Decides which product pairs match with one three-level Score whose levels are the actions: merge, send to a curator, or leave unlinked. | Decision patterns & architectureMore guides & websites | |
| Line-by-line searchdocs.typesafe.ai | — | Ranks 218 lines of a terms-of-service document with a single Choice and uses a Noul to say when the document has no answer. | Decision patterns & architectureMore guides & websites | |
| Pre-parsed value extractiondocs.typesafe.ai | — | Finds emails, phone numbers, and amounts with regular expressions, then lets a Choice select the requested one so values are never invented. | Decision patterns & architectureMore guides & websites | |
| Refixrefix.ai | — | Growth: AI that helps your product grow faster on autopilot by running product experiments, SEO, content, and ads. | Decision patterns & architectureMore guides & websites | |
| SDE cascadedocs.typesafe.ai | — | A small LLM extracts fields, Jev checks each one for hallucination and format errors, and only doubtful cases escalate to a reasoning model. | Decision patterns & architectureMore guides & websites | |
| Self-consistency with Choicesdocs.typesafe.ai | — | Adds an uncertain outcome to moderation decisions and weighs label agreement against the share of cases handled automatically. | Decision patterns & architectureMore guides & websites | |
| Self-consistency with Choices — noulsdocs.typesafe.ai | — | Adds an uncertain outcome to moderation decisions and weighs label agreement against the share of cases handled automatically. | Decision patterns & architectureMore guides & websites | |
| Structure recovery cookbookdocs.typesafe.ai | — | Official cookbook that rebuilds Markdown from plain text that lost its formatting in two requests: one stitches hard-wrapped lines, one classifies every block as heading, list, code or callout. | Decision patterns & architectureMore guides & websites |
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