{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Repo: cohere-ai/quick-start-connectors","description":"Cohere repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044","json_url":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044/signal.json","generated_at":"2026-06-11T03:58:57.111117+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044","signal_json":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044/signal.json","source":"https://github.com/cohere-ai/quick-start-connectors","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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"},{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Cohere published cohere-ai/quick-start-connectors (Python). 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Evals and quality","text":"cohere-ai/quick-start-connectors matches data-business lanes Data demand, Evals and quality."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has captured page count","object":"1","text":"cohere-ai/quick-start-connectors has captured page count 1."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has readable page count","object":"1","text":"cohere-ai/quick-start-connectors has readable page count 1."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has related signal count","object":"6","text":"cohere-ai/quick-start-connectors has related signal count 6."},{"subject":"cohere-ai/quick-start-connectors","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":"cohere-ai/quick-start-connectors 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":"cohere-ai/quick-start-connectors","predicate":"has source host","object":"github.com","text":"cohere-ai/quick-start-connectors has source host github.com."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has lab","object":"Cohere","text":"cohere-ai/quick-start-connectors has lab Cohere."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has signal desk","object":"repos","text":"cohere-ai/quick-start-connectors has signal desk repos."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has source host","object":"github.com","text":"cohere-ai/quick-start-connectors has source host github.com."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has repository","object":"cohere-ai/quick-start-connectors","text":"cohere-ai/quick-start-connectors has repository 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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 cohere-ai/quick-start-connectors · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Cohere","predicate":"published repo","object":"cohere-ai/quick-start-connectors","text":"Cohere published repo cohere-ai/quick-start-connectors."},{"subject":"cohere-ai/quick-start-connectors","predicate":"is classified as","object":"repo signal","text":"cohere-ai/quick-start-connectors is classified as repo signal."},{"subject":"cohere-ai/quick-start-connectors","predicate":"belongs to","object":"repos desk","text":"cohere-ai/quick-start-connectors belongs to repos desk."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has context","object":"Python","text":"cohere-ai/quick-start-connectors has context Python."},{"subject":"cohere-ai/quick-start-connectors","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cohere-ai/quick-start-connectors has evidence coverage 1 captured evidence page."},{"subject":"cohere-ai/quick-start-connectors","predicate":"matches data-business lanes","object":"Data demand, Evals and quality","text":"cohere-ai/quick-start-connectors matches data-business lanes Data demand, Evals and quality."}]},"signal":{"id":"977ca227-4ec3-48ad-baa1-7723b4fd6044","url":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044","json_url":"https://onlylabs.fyi/signals/977ca227-4ec3-48ad-baa1-7723b4fd6044/signal.json","source_url":"https://github.com/cohere-ai/quick-start-connectors","title":"cohere-ai/quick-start-connectors","summary":"Cohere published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2023-10-30T16:31:54+00:00","first_seen_at":"2026-06-05T05:43:00.174979+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/cohere-ai/quick-start-connectors"]},"facets":{"repo":"cohere-ai/quick-start-connectors","language":"Python"},"traction":{"github_stars":155,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":30,"matched_terms":["data","retrieval","rag","eval"],"reason":"Cohere has a repo signal matching data demand, evals and quality."}},"primary_evidence_page":{"url":"https://github.com/cohere-ai/quick-start-connectors","final_url":"https://github.com/cohere-ai/quick-start-connectors","title":"cohere-ai/quick-start-connectors repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:57.111117+00:00","bytes":13254,"raw_path":"dcc6b2eb3a2217a5a2cfd68e3158a398d59e1ee3b78c1521ce0aafec15654e66.json","content_hash":"4265c469653f91baef187f074c77032c1cddf4b2152de307a48bda3a73695f96","excerpt_chars":1200,"truncated":true,"excerpt":"cohere-ai/quick-start-connectors Description: This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data. Language: Python License: MIT Stars: 155 Forks: 28 Open issues: 14 Created: 2023-10-30T16:31:54Z Pushed: 2024-10-08T18:41:35Z Default branch: main Fork: no Archived: yes README: ![Cohere](banner.png) **Quick Start Connectors** [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT) ![](https://img.shields.io/badge/PRs-Welcome-red) --- Table of Contents - [Table of Contents](#table-of-contents) - [Overview](#overview) - [Features](#features) - [Getting Started](#getting-started) - [Contributing](#contributing) Overview Cohere's Build-Your-Own-Connector framework allows you to integrate Cohere's Command LLM via the [Chat api endpoint](https://docs.cohere.com/reference/chat) to any datastore/software that holds text information and has a corresponding search endpoint exposed in its API. 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Language: Python License: MIT Stars: 155 Forks: 28 Open issues: 14 Created: 2023-10-30T16:31:54Z Pushed: 2024-10-08T18:41:35Z Default branch: main Fork: no Archived: yes README: ![Cohere](banner.png) **Quick Start Connectors** [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT) ![](https://img.shields.io/badge/PRs-Welcome-red) --- Table of Contents - [Table of Contents](#table-of-contents) - [Overview](#overview) - [Features](#features) - [Getting Started](#getting-started) - [Contributing](#contributing) Overview Cohere's Build-Your-Own-Connector framework allows you to integrate Cohere's Command LLM via the [Chat api endpoint](https://docs.cohere.com/reference/chat) to any datastore/software that holds text information and has a corresponding search endpoint exposed in its API. 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