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# Lab Practices

Find first-party documentation, repositories and engineering accounts.

- [Anthropic](/lab-practices/anthropic/index.md) (2)

- [Openai](/lab-practices/openai/index.md) (1)

- [Google Deepmind](/lab-practices/google-deepmind/index.md) (2)

- [Xai](/lab-practices/xai/index.md) (1)

- [Meta](/lab-practices/meta/index.md) (1)

- [Chinese Labs](/lab-practices/chinese-labs/index.md) (11)

- [Other Labs](/lab-practices/other-labs/index.md) (829)

[Beginner](/lab-practices/beginner/index.md) [Intermediate](/lab-practices/intermediate/index.md) [Advanced](/lab-practices/advanced/index.md) [Expert](/lab-practices/expert/index.md)

847 resources · page 21 of 27

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### [Gemini API Cookbook](/lab-practices/other-labs/google-cookbook/index.md)

Creator not supplied; see original source.

Google Gemini cookbook GitHub repo: tutorials and examples for the Gemini API, multimodal inputs and tools.

Intermediate · unknown · unknown resource · en 

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### [Google DeepMind Research](/lab-practices/google-deepmind/google-deepmind-google-deepmind-research/index.md)

by [Google DeepMind](https://deepmind.google/research/)

Locate DeepMind research and the projects behind it.

Intermediate · West · closed resource · en 

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### [Google DeepMind News](/lab-practices/other-labs/google-deepmind-news-blog/index.md)

Creator not supplied; see original source.

Google DeepMind news and blog index with research announcements, model releases and project updates.

Intermediate · unknown · unknown resource · en 

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### [Gemini API cookbook](/lab-practices/google-deepmind/google-gemini-api-cookbook/index.md)

by [Google](https://github.com/google-gemini/cookbook)

Explore Gemini features through official notebooks and examples.

Intermediate · West · open resource · en 

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### [google-gemini/gemini-skills](/lab-practices/other-labs/google-gemini-gemini-skills/index.md)

Creator not supplied; see original source.

Google gemini-skills GitHub repo: agent skills for the Gemini API, SDKs and model integrations.

Intermediate · unknown · unknown resource · en 

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### [Google Research blog](/lab-practices/other-labs/google-research-blog/index.md)

Creator not supplied; see original source.

Google Research blog with posts on research results across machine learning, science and health.

Intermediate · unknown · unknown resource · en 

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### [Grok / xAI Grok developer docs](/lab-practices/other-labs/grok-xai-grok-developer-docs/index.md)

Creator not supplied; see original source.

xAI Grok API documentation overview page with model list, quickstart and API reference.

Intermediate · unknown · unknown resource · en 

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### [Heidelberg NLP news](/lab-practices/other-labs/heidelberg-nlp-news/index.md)

Creator not supplied; see original source.

Heidelberg University NLP group page with news, theses and research updates.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Heidelberg NLP publications](/lab-practices/other-labs/heidelberg-nlp-publications/index.md)

Creator not supplied; see original source.

Heidelberg University NLP group publications archive listing its computational linguistics research papers.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Language Technology News (University of Helsinki)](/lab-practices/other-labs/helsinki-nlp-news/index.md)

Creator not supplied; see original source.

News page of the University of Helsinki language technology group (Helsinki-NLP), covering research and projects.

Intermediate · unknown · unknown resource · en 

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### [Back from LREC 2026 (University of Helsinki Language Technology)](/lab-practices/other-labs/helsinki-nlp-publication-roundup/index.md)

Creator not supplied; see original source.

University of Helsinki language technology blog post summarising Helsinki-NLP papers presented at LREC 2026.

Intermediate · unknown · unknown resource · en 

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### [HF skills](/lab-practices/other-labs/hf-skills/index.md)

Creator not supplied; see original source.

Hugging Face skills GitHub repo: agent skills for using the Hugging Face ecosystem.

Intermediate–Advanced · unknown · unknown resource · en 

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### [IBM Granite documentation](/lab-practices/other-labs/ibm-granite-docs/index.md)

Creator not supplied; see original source.

IBM Granite documentation: model information, serving guides and cookbooks for the Granite models.

Intermediate–Advanced · unknown · unknown resource · en 

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### [讯飞星火4.0 Turbo正式发布 (iFlytek)](/lab-practices/other-labs/iflytek-spark-spark-announcement-v-spark-api/index.md)

Creator not supplied; see original source.

iFlytek education news article announcing the Spark 4.0 Turbo model and its reported benchmark results (in Chinese).

Intermediate · unknown · unknown resource · zh 

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### [星火认知大模型 WebSocket 接口文档 (iFlytek)](/lab-practices/other-labs/iflytek-spark-spark-announcement-v-spark-api-2/index.md)

Creator not supplied; see original source.

iFlytek Spark WebSocket API documentation in Chinese, with model version notices.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Meltemi, the first open-source Large Language Model for Greek (ILSP)](/lab-practices/other-labs/ilsp-meltemi-announcement/index.md)

Creator not supplied; see original source.

ILSP announcement of Meltemi, an open-source large language model for Greek.

Intermediate · unknown · unknown resource · en 

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### [INSAIT News and Events](/lab-practices/other-labs/insait-news-and-events/index.md)

Creator not supplied; see original source.

INSAIT news and events page from the Bulgarian AI research institute behind the BgGPT models.

Intermediate · unknown · unknown resource · en 

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### [Insight Centre News](/lab-practices/other-labs/insight-centre-news/index.md)

Creator not supplied; see original source.

News page of the Insight Research Ireland Centre for Data Analytics, covering its AI and data research.

Intermediate · unknown · unknown resource · en 

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### [Insight Centre publications](/lab-practices/other-labs/insight-centre-publications/index.md)

Creator not supplied; see original source.

Publications page of the Insight Research Ireland Centre for Data Analytics.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Introducing advanced tool use](/lab-practices/other-labs/introducing-advanced-tool-use/index.md)

Creator not supplied; see original source.

Anthropic engineering post on tool search and programmatic tool calling for agents on the Claude Developer Platform.

Intermediate · unknown · unknown resource · en 

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### [Contextual Retrieval in AI Systems (Anthropic Engineering)](/lab-practices/other-labs/introducing-contextual-retrieval/index.md)

Creator not supplied; see original source.

Anthropic post introducing Contextual Retrieval, adding chunk-specific context before embedding and BM25 indexing for RAG.

Intermediate · unknown · unknown resource · en 

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### [Jina AI News](/lab-practices/other-labs/jina-ai-news/index.md)

Creator not supplied; see original source.

Jina AI news page with posts on its embedding, reranker and reader models for search applications.

Intermediate · unknown · unknown resource · en 

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### [Institute for Machine Learning @ JKU Publications](/lab-practices/other-labs/jku-institute-for-machine-learning-papers/index.md)

Creator not supplied; see original source.

Publications page of the Institute for Machine Learning at JKU Linz.

Intermediate–Advanced · unknown · unknown resource · und 

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### [Institute for Machine Learning, JKU Linz](/lab-practices/other-labs/jku-linz-iml-xlstm-at/index.md)

Creator not supplied; see original source.

Institute for Machine Learning at JKU Linz, the group of Sepp Hochreiter where LSTM and xLSTM were developed.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Welcome KB-Whisper, a new fine-tuned Swedish Whisper model (KBLab)](/lab-practices/other-labs/kblab-blog/index.md)

Creator not supplied; see original source.

KBLab blog post presenting KB-Whisper, Swedish speech-to-text models fine-tuned on 50,000 hours of speech.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Kimi API documentation](/lab-practices/other-labs/kimi-api-documentation/index.md)

Creator not supplied; see original source.

Kimi API quickstart from Moonshot AI: creating an API key and calling Kimi models via Chat Completions, Responses or Messages APIs.

Intermediate · unknown · unknown resource · zh 

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### [DTAI News (KU Leuven)](/lab-practices/other-labs/ku-leuven-dtai-news/index.md)

Creator not supplied; see original source.

News page of the KU Leuven DTAI research group on machine learning and artificial intelligence.

Intermediate · unknown · unknown resource · en 

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### [DTAI Publications (KU Leuven)](/lab-practices/other-labs/ku-leuven-dtai-publications/index.md)

Creator not supplied; see original source.

KU Leuven DTAI research group publications list covering its machine learning and AI papers.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Kyutai Blog](/lab-practices/other-labs/kyutai-blog/index.md)

Creator not supplied; see original source.

Kyutai blog from the Paris open-science AI lab behind the Moshi speech model.

Intermediate · unknown · unknown resource · en 

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### [Kyutai Papers](/lab-practices/other-labs/kyutai-papers/index.md)

Creator not supplied; see original source.

Kyutai papers page listing all research publications from the Paris lab.

Intermediate–Advanced · unknown · unknown resource · en 

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### [LAION Blog](/lab-practices/other-labs/laion-research-notes/index.md)

Creator not supplied; see original source.

LAION research notes page with posts on datasets and experiments from the non-profit.

Intermediate–Advanced · unknown · unknown resource · en 

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### [ADA Research Group Publications](/lab-practices/other-labs/leiden-ada-publications/index.md)

Creator not supplied; see original source.

Publications page of Leiden University's ADA research group on automated design of algorithms and ML.

Intermediate–Advanced · unknown · unknown resource · en 

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