{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Repo: deepseek-ai/smallpond","description":"DeepSeek repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8a32dd4e-768c-4ff9-880a-b4e704ebbf57","json_url":"https://onlylabs.fyi/signals/8a32dd4e-768c-4ff9-880a-b4e704ebbf57/signal.json","generated_at":"2026-06-11T04:00:00.592386+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8a32dd4e-768c-4ff9-880a-b4e704ebbf57","signal_json":"https://onlylabs.fyi/signals/8a32dd4e-768c-4ff9-880a-b4e704ebbf57/signal.json","source":"https://github.com/deepseek-ai/smallpond","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"DeepSeek published deepseek-ai/smallpond (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/smallpond · language Python · Notable repo by DeepSeek with high stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/deepseek-ai/smallpond","source_host":"github.com","occurred_at":"2025-02-24T09:28:17+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"DeepSeek","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"deepseek-ai/smallpond","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"4,960","source":"traction"},{"label":"Notability","value":"Notable repo by DeepSeek with high stars.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent 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implications."},"semantic_triples":[{"subject":"DeepSeek","predicate":"published repo","object":"deepseek-ai/smallpond","text":"DeepSeek published repo deepseek-ai/smallpond."},{"subject":"deepseek-ai/smallpond","predicate":"is classified as","object":"repo signal","text":"deepseek-ai/smallpond is classified as repo signal."},{"subject":"deepseek-ai/smallpond","predicate":"belongs to","object":"repos desk","text":"deepseek-ai/smallpond belongs to repos desk."},{"subject":"deepseek-ai/smallpond","predicate":"has context","object":"Python","text":"deepseek-ai/smallpond has context Python."},{"subject":"deepseek-ai/smallpond","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/smallpond has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/smallpond","predicate":"matches data-business lanes","object":"Data demand","text":"deepseek-ai/smallpond matches data-business lanes Data demand."},{"subject":"deepseek-ai/smallpond","predicate":"has captured page count","object":"1","text":"deepseek-ai/smallpond has captured page count 1."},{"subject":"deepseek-ai/smallpond","predicate":"has readable page count","object":"1","text":"deepseek-ai/smallpond has readable page count 1."},{"subject":"deepseek-ai/smallpond","predicate":"has related signal count","object":"6","text":"deepseek-ai/smallpond has related signal count 6."},{"subject":"deepseek-ai/smallpond","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"deepseek-ai/smallpond has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"deepseek-ai/smallpond","predicate":"has source host","object":"github.com","text":"deepseek-ai/smallpond has source host github.com."},{"subject":"deepseek-ai/smallpond","predicate":"has lab","object":"DeepSeek","text":"deepseek-ai/smallpond has lab DeepSeek."},{"subject":"deepseek-ai/smallpond","predicate":"has signal desk","object":"repos","text":"deepseek-ai/smallpond has signal desk repos."},{"subject":"deepseek-ai/smallpond","predicate":"has source host","object":"github.com","text":"deepseek-ai/smallpond has source host github.com."},{"subject":"deepseek-ai/smallpond","predicate":"has repository","object":"deepseek-ai/smallpond","text":"deepseek-ai/smallpond has repository deepseek-ai/smallpond."},{"subject":"deepseek-ai/smallpond","predicate":"has language","object":"Python","text":"deepseek-ai/smallpond has language Python."},{"subject":"deepseek-ai/smallpond","predicate":"has stars","object":"4,960","text":"deepseek-ai/smallpond has stars 4,960."},{"subject":"deepseek-ai/smallpond","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/smallpond · language Python · Notable repo by DeepSeek with high stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Features - 🚀 High-performance data processing powered by DuckDB - 🌍 Scalable to handle PB-scale datasets - 🛠️ Easy operations with no long-running services Installation Python 3.8 to 3.12 is supported. ```bash pip install smallpond ``` Quick Start ```bash Download example data wget https://duckdb.org/data/prices.parquet ``` ```python import smallpond Initialize session sp = smallpond.init() Load data..."},"evidence_pages":[{"url":"https://github.com/deepseek-ai/smallpond","final_url":"https://github.com/deepseek-ai/smallpond","title":"deepseek-ai/smallpond repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:00.592386+00:00","bytes":10003,"raw_path":"3cf741dd070f740eb0945bd7f7018eab70a49727f31cf3eaa40b159905fee325.json","content_hash":"f1fb16ecc1309620bf4751a389469a8cafb2de6de0f60be82ba1786315997970","excerpt_chars":1200,"truncated":true,"excerpt":"deepseek-ai/smallpond Description: A lightweight data processing framework built on DuckDB and 3FS. Language: Python License: MIT Stars: 4960 Forks: 444 Open issues: 32 Created: 2025-02-24T09:28:17Z Pushed: 2025-03-05T18:23:54Z Default branch: main Fork: no Archived: no README: smallpond [![CI](https://github.com/deepseek-ai/smallpond/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/deepseek-ai/smallpond/actions/workflows/ci.yml) [![PyPI](https://img.shields.io/pypi/v/smallpond)](https://pypi.org/project/smallpond/) [![Docs](https://img.shields.io/badge/docs-latest-brightgreen.svg)](https://deepseek-ai.github.io/smallpond/) [![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) A lightweight data processing framework built on [DuckDB] and [3FS]. Features - 🚀 High-performance data processing powered by DuckDB - 🌍 Scalable to handle PB-scale datasets - 🛠️ Easy operations with no long-running services Installation Python 3.8 to 3.12 is supported. ```bash pip install smallpond ``` Quick Start ```bash Download example data wget https://duckdb.org/data/prices.parquet ``` ```python import smallpond Initialize session sp = smallpond.init() Load data..."}],"related_signals":[{"id":"31ab18b8-e694-4bc1-93b8-2a42088e7a91","url":"https://onlylabs.fyi/signals/31ab18b8-e694-4bc1-93b8-2a42088e7a91","source_url":"https://github.com/deepseek-ai/awesome-deepseek-agent","title":"deepseek-ai/awesome-deepseek-agent","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-27T06:37:38+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"0d5a2ac4-b1e6-45e0-a491-410adc1c5100","url":"https://onlylabs.fyi/signals/0d5a2ac4-b1e6-45e0-a491-410adc1c5100","source_url":"https://github.com/deepseek-ai/TileKernels","title":"deepseek-ai/TileKernels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-22T05:38:31+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"9559d00e-0b1d-47ca-9ca0-39fd9e151508","url":"https://onlylabs.fyi/signals/9559d00e-0b1d-47ca-9ca0-39fd9e151508","source_url":"https://github.com/deepseek-ai/DeepSeek-OCR-2","title":"deepseek-ai/DeepSeek-OCR-2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-01-27T03:05:42+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"142c0e97-8b96-4959-843a-8f24b923afba","url":"https://onlylabs.fyi/signals/142c0e97-8b96-4959-843a-8f24b923afba","source_url":"https://github.com/deepseek-ai/Engram","title":"deepseek-ai/Engram","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-01-12T05:26:50+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"ea19f925-5930-481c-ae17-16bbbbf865bc","url":"https://onlylabs.fyi/signals/ea19f925-5930-481c-ae17-16bbbbf865bc","source_url":"https://github.com/deepseek-ai/DeepSeek-Math-V2","title":"deepseek-ai/DeepSeek-Math-V2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-11-27T06:12:26+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"982f6427-b213-4835-afa2-4740dbb9f7e2","url":"https://onlylabs.fyi/signals/982f6427-b213-4835-afa2-4740dbb9f7e2","source_url":"https://github.com/deepseek-ai/LPLB","title":"deepseek-ai/LPLB","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-11-19T07:02:55+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"}]}