Unstract - опенсорсная no-code платформа для автоматизации работы с документами на базе LLM. По сути, продвинутая система для извлечения данных из документов, но с человеком в контуре.
Интересное: - Можно настраивать промпты для работы с любыми типами документов через визуальный интерфейс - Есть интеграции с популярными хранилищами (S3, Google Drive, Dropbox) - Умеет выгружать структурированные данные в Snowflake, BigQuery и другие базы - Можно развернуть как API или ETL-пайплайн - Можно создавать Q&A приложения поверх своей базы документов
Базовая версия опенсорс под AGPL лицензией. В энтерпрайз версии добавлены фичи вроде подтверждения через второй LLM и оптимизации затрат.
Похоже на прямого конкурента для продуктов вроде Firecrawl, только с фокусом на документы, а не на веб-страницы.
Unstract - опенсорсная no-code платформа для автоматизации работы с документами на базе LLM. По сути, продвинутая система для извлечения данных из документов, но с человеком в контуре.
Интересное: - Можно настраивать промпты для работы с любыми типами документов через визуальный интерфейс - Есть интеграции с популярными хранилищами (S3, Google Drive, Dropbox) - Умеет выгружать структурированные данные в Snowflake, BigQuery и другие базы - Можно развернуть как API или ETL-пайплайн - Можно создавать Q&A приложения поверх своей базы документов
Базовая версия опенсорс под AGPL лицензией. В энтерпрайз версии добавлены фичи вроде подтверждения через второй LLM и оптимизации затрат.
Похоже на прямого конкурента для продуктов вроде Firecrawl, только с фокусом на документы, а не на веб-страницы.
Perpetrators of these scams will create a public group on Telegram to promote these investment packages that are usually accompanied by fake testimonies and sometimes advertised as being Shariah-compliant. Interested investors will be asked to directly message the representatives to begin investing in the various investment packages offered. "And that set off kind of a battle royale for control of the platform that Durov eventually lost," said Nathalie Maréchal of the Washington advocacy group Ranking Digital Rights. Right now the digital security needs of Russians and Ukrainians are very different, and they lead to very different caveats about how to mitigate the risks associated with using Telegram. For Ukrainians in Ukraine, whose physical safety is at risk because they are in a war zone, digital security is probably not their highest priority. They may value access to news and communication with their loved ones over making sure that all of their communications are encrypted in such a manner that they are indecipherable to Telegram, its employees, or governments with court orders. On December 23rd, 2020, Pavel Durov posted to his channel that the company would need to start generating revenue. In early 2021, he added that any advertising on the platform would not use user data for targeting, and that it would be focused on “large one-to-many channels.” He pledged that ads would be “non-intrusive” and that most users would simply not notice any change. At the start of 2018, the company attempted to launch an Initial Coin Offering (ICO) which would enable it to enable payments (and earn the cash that comes from doing so). The initial signals were promising, especially given Telegram’s user base is already fairly crypto-savvy. It raised an initial tranche of cash – worth more than a billion dollars – to help develop the coin before opening sales to the public. Unfortunately, third-party sales of coins bought in those initial fundraising rounds raised the ire of the SEC, which brought the hammer down on the whole operation. In 2020, officials ordered Telegram to pay a fine of $18.5 million and hand back much of the cash that it had raised.
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