pinecone-io/using-typesafe-and-pinecone

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Última actividad de origen registrada: 18 de septiembre de 2026 a las 22:21

Catálogo de SkillsMP actualizado: 17 de octubre de 2026 a las 00:09

skills recopiladas: 2

Estrellas en GitHub: 2
Forks en GitHub: 1

README del repositorio

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# using-typesafe-and-pinecone **[Try the live demo →](https://using-typesafe-and-pinecone.vercel.app/)** A collection of examples using TypeSafe's Jev model and Pinecone together. Each one is self-contained, with its own `package.json` and its own deploy, and shares the API keys in the repo-root `.env`. ## Examples More coming soon! If you have an example, or want to request one, make an Issue or PR! ### [`nli-reranking`](examples/nli-reranking) Use TypeSafe's Jev with Pinecone to filter out and rerank results in natural language. Great for when you have reranking criteria that aren't quite good enough for normal rerankers, and need high quality specification for each criteria. Pinecone full-text search retrieves 200 candidates; a TypeSafe judgment reranks them to 10 by natural-language criteria, alongside a Claude baseline. ![Clicking a preset, prefilling the query, and reranking 200 candidates](examples/nli-reranking/docs/demo.gif) [![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https%3A%2F%2Fgithub.com%2Fpinecone-io%2Fusing-typesafe-and-pinecone&root-directory=examples%2Fnli-reranking&env=PINECONE_API_KEY,TYPESAFE_API_KEY,ANTHROPIC_API_KEY&envDescription=Pinecone%20and%20TypeSafe%20are%20required.%20ANTHROPIC_API_KEY%20is%20optional%20-%20without%20it%20the%20Claude%20column%20stays%20disabled%20and%20the%20rest%20still%20runs.&envLink=https%3A%2F%2Fgithub.com%2Fpinecone-io%2Fusing-typesafe-and-pinecone%2Fblob%2Fmain%2F.env.example&project-name=bird-search-nli-reranking&repository-name=bird-search-nli-reranking) A fresh deploy starts with an **empty Pinecone index**. Clone the repo, set `PINECONE_API_KEY`, and run `npm run ingest` once to load the 2,155 bird articles before the deployed app returns results. ## Setup ```bash cp .env.example .env # then fill in the keys ``` | Variable | Required | Used for | | ------------------- | -------- | ------------------------------------------------------ | | `PINECONE_API_KEY` | yes | Retrieval | | `TYPESAFE_API_KEY` | yes | Reranking judgments | | `ANTHROPIC_API_KEY` | no | The Claude baseline column; omit and it stays disabled | ## Running an example ```bash cd examples/nli-reranking npm install npm run ingest # once, to build and populate the Pinecone index npm run dev ``` ## Working on an example ```bash npm run check # typecheck, lint, format, tests — no API calls, no credits spent ``` CI discovers every directory under `examples/` with a `package.json` and runs `check` and `build` for each, so a new example is picked up with no workflow edit. `node scripts/check-examples.mjs` runs the same conventions check locally. Re-record the demo GIF with the dev server running (needs `ffmpeg`): ```bash npm run record-demo ``` ## Agent skills Use the Pinecone + TypeSafe skill to build TypeSafe into your own Pinecone workflows. WIP, we're still tweaking this, but let us know what you think! - [`pinecone-typesafe-retrieval`](.claude/skills/pinecone-typesafe-retrieval) — where a TypeSafe judgment fits around a Pinecone call: routing, picking a retrieval mode, gating a query, and reranking results. - [`record-demo-gif`](.claude/skills/record-demo-gif) — recording and re-recording an example's demo GIF.

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Analistas de garantía de calidad de software y probadores Desarrolladores de software

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record-demo-gif

Analistas de garantía de calidad de software y probadores

Record or re-record the demo GIF for an example in this repo — driving the app with Playwright, capturing in real time, and assembling with ffmpeg. Use when asked to make, remake, update, or re-shoot a demo GIF or screen recording of an example, or after copy…

Idioma del texto original: inglés

2026-09-18

pinecone-typesafe-retrieval

Desarrolladores de software

Combine Pinecone retrieval with TypeSafe System One judgments — typed decisions before a query (routing it to the right index, namespace, or retrieval mode; gating whether the corpus can answer it at all) and after it (filtering, grading, reranking…

Idioma del texto original: inglés

2026-09-18

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