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With its context, it does.

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- [1hf6f66] AI dataset on the population of Dutch municipalities | dataset | en | CC-BY-4.0 | https://contextetech.com/en/datasets/assistent-gemeenten-nederland-1hf6f66
- [1komajh] AI dataset on the population of U.S. states | dataset | en | CC-BY-4.0 | https://contextetech.com/en/datasets/assistant-us-states-population-1komajh
- [1ligkia] AI dataset on the population of Irish counties | dataset | en | CC-BY-4.0 | https://contextetech.com/en/datasets/assistant-ireland-counties-1ligkia
- [14ll0x8] UK dataset for anonymising personal data (UK GDPR) | dataset | en | CC-BY-4.0 | https://contextetech.com/en/datasets/anonymisation-gdpr-en-14ll0x8
- [7r677z] AI dataset: finding the HS customs code of a product | dataset | en | CC-BY-4.0 | https://contextetech.com/en/datasets/assistant-hs-code-7r677z
- [hx10ow] AI context to anonymize personal data in English text | context | en | CC-BY-4.0 | https://contextetech.com/en/contexts/anonymize-english-text-hx10ow
- [8hyjqo] llama.cpp server for a GGUF model | inference | en | MIT | https://contextetech.com/en/inference/llama-cpp-server-gguf-8hyjqo
- [1npskcg] RAG prompt: check that an answer is supported by the sources | prompt | en | MIT | https://contextetech.com/en/prompts/rag-groundedness-check-1npskcg
contextetech

AI dataset on the population of Dutch municipalities

41 dialogues with the CBS rows in context (Dutch municipalities, 2025): the model reads the figure, cites it, or declines.

Data 342 days
contextetech

AI dataset on the population of U.S. states

43 dialogues for an AI assistant on U.S. state populations: 2025 estimates, change since 2020, regions (Census Bureau). Cites its source.

Data 202 days
contextetech

AI dataset on the population of Irish counties

39 dialogues with the CSO rows in context (26 counties, census 2022): the model reads the figure, cites it, or declines.

Data 182 days
contextetech

UK dataset for anonymising personal data (UK GDPR)

20 examples to anonymise UK texts (UK GDPR): NHS numbers, +44 phones, GB IBANs, number plates, postcodes. Fictional people and numbers. Includes cases with no…

Data 183 days
contextetech

AI dataset: finding the HS customs code of a product

43 dialogues with an extract of the Harmonized System in context: the model gives the HS code, asks for a detail or declines.

Data 52 days
contextetech

AI context to anonymize personal data in English text

AI context that replaces personal data in English text (names, emails, phones, addresses, SSNs, medical record numbers) with tags before sharing it.

InstructionFew-shot3 example(s) 22 days
contextetech

llama.cpp server for a GGUF model

Run any GGUF model with the llama.cpp server: OpenAI-compatible API on port 8080, works without a GPU too.

Configurationllama.cppQ4_K_M 12 days
contextetech

RAG prompt: check that an answer is supported by the sources

Checks a draft answer sentence by sentence against the retrieved passages and flags unsupported claims, as JSON.

Instruction2 variable(s) 16 hr

Artificial intelligence toolbox

Simple tools to go from a question to a decision with figures. Nothing is sent: everything is computed in your browser.

DecideChoose your GPU server for local artificial intelligenceYour model, your volume: the memory needed and the hardware that is enough to run an AI in-house.12 open models, 9 hardware optionsOfficial manufacturer spec sheetsDataMask GDPR personal data with AIPaste a text: personal data is replaced by tags before you send it to an AI.Email, phone, IBAN, card, French NIR, DNI, Steuer-ID, codice fiscaleNothing leaves your browserDecideLocal GPU server or API: AI cost comparisonYour volume, your hardware: when your own server becomes cheaper than an AI API.Break-even pointOfficial API prices, updated every MondayDecideWhich artificial intelligence model to chooseYour task, your constraint, your volume: the recommended AI model, its cost and why.3 choices, one recommendationMonthly cost in eurosDecideRAG or fine-tuning: which artificial intelligence method to chooseFour questions about your data and needs: the recommended AI method, and why.4 questionsReasoning explainedDecideArtificial intelligence cost calculator and simulatorYour volume and document size: the monthly cost of each AI model, in euros.16 modelsOfficial prices in euros, updated every Monday
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Which AI model should you choose for your task?

Start from your need and constraints: a reasoned decision, with the resources to act on it.

Which AI model to extract data from documents?Which AI model to write text?Which AI model for RAG over your documents?Which AI model for a customer service chatbot?Which AI model for agents and automation?AI model ranking: intelligence, benchmarks and price
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contextetech 263 resources · France ↓ 438
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