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🌟 DeepSearcher: ИИ-ΠΊΠΎΠΌΠ±Π°ΠΉΠ½ для Π²Π°ΡˆΠΈΡ… Π΄Π°Π½Π½Ρ‹Ρ….

ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΎΠ±ΡŠΠ΅Π΄ΠΈΠ½ΡΠ΅Ρ‚ использованиС LLM, Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹Π΅ Π±Π°Π·Ρ‹ Π΄Π°Π½Π½Ρ‹Ρ… для выполнСния Π·Π°Π΄Π°Ρ‡ поиска, ΠΎΡ†Π΅Π½ΠΊΠΈ, Ρ€ΠΈΠ·ΠΎΠ½ΠΈΠ½Π³Π° Π½Π° основС прСдоставлСнных Π΄Π°Π½Π½Ρ‹Ρ… (Ρ„Π°ΠΉΠ»Ρ‹, тСкст, источники).

ΠŸΠΎΠ·ΠΈΡ†ΠΈΠΎΠ½ΠΈΡ€ΡƒΠ΅Ρ‚ΡΡ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌΠΈ ΠΊΠ°ΠΊ инструмСнт для управлСния знаниями прСдприятия, ΠΈΠ½Ρ‚Π΅Π»Π»Π΅ΠΊΡ‚ΡƒΠ°Π»ΡŒΠ½Ρ‹Ρ… QA-систСм ΠΈ сцСнариСв поиска ΠΈΠ½Ρ„ΠΎΡ€ΠΌΠ°Ρ†ΠΈΠΈ.

DeepSearcher ΡƒΠΌΠ΅Π΅Ρ‚ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΏΡ€ΠΈ нСобходимости ΠΈΠ½Ρ„ΠΎΡ€ΠΌΠ°Ρ†ΠΈΡŽ ΠΈΠ· ΠΈΠ½Ρ‚Π΅Ρ€Π½Π΅Ρ‚Π°, совмСстим с Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹ΠΌΠΈ Π±Π°Π·Π°ΠΌΠΈ Milvus ΠΈ ΠΈΡ… сСрвис-ΠΏΡ€ΠΎΠ²Π°ΠΉΠ΄Π΅Ρ€ΠΎΠΌ Zilliz Cloud, эмбСдингами Pymilvus, OpenAI ΠΈ VoyageAI. Π•ΡΡ‚ΡŒ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡ‚ΡŒ ΠΏΠΎΠ΄ΠΊΠ»ΡŽΡ‡Π΅Π½ΠΈΡ LLM DeepSeek ΠΈ OpenAI ΠΏΠΎ API Π½Π°ΠΏΡ€ΡΠΌΡƒΡŽ ΠΈΠ»ΠΈ Ρ‡Π΅Ρ€Π΅Π· TogetherAI ΠΈ SiliconFlow.
ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅Ρ‚ΡΡ локальная Π·Π°Π³Ρ€ΡƒΠ·ΠΊΠ° Ρ„Π°ΠΉΠ»ΠΎΠ², ΠΏΠΎΠ΄ΠΊΠ»ΡŽΡ‡Π΅Π½ΠΈΠ΅ Π²Π΅Π±-ΠΊΡ€Π°ΡƒΠ»Π΅Ρ€ΠΎΠ² FireCrawl, Crawl4AI ΠΈ Jina Reader.

Π’ Π±Π»ΠΈΠΆΠ°ΠΉΡˆΠΈΡ… ΠΏΠ»Π°Π½Π°Ρ… - Π΄ΠΎΠ±Π°Π²Π»Π΅Π½ΠΈΠ΅ возмоТности Π²Π΅Π±-ΠΊΠ»ΠΈΠΏΠΏΠ΅Ρ€Π°, Ρ€Π°ΡΡˆΠΈΡ€Π΅Π½ΠΈΠ΅ списка ΠΏΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅ΠΌΡ‹Ρ… Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹Ρ… Π±Π°Π·, созданиС RESTful API интСрфСйса.

▢️ Π›ΠΎΠΊΠ°Π»ΡŒΠ½Π°Ρ установка ΠΈ запуск:

# Clone the repository
git clone https://github.com/zilliztech/deep-searcher.git

# Create a Python venv
python3 -m venv .venv
source .venv/bin/activate

# Install dependencies
cd deep-searcher
pip install -e .

# Quick start demo
from deepsearcher.configuration import Configuration, init_config
from deepsearcher.online_query import query

config = Configuration()

# Customize your config here
config.set_provider_config("llm", "OpenAI", {"model": "gpt-4o-mini"})
init_config(config = config)

# Load your local data
from deepsearcher.offline_loading import load_from_local_files
load_from_local_files(paths_or_directory=your_local_path)

# (Optional) Load from web crawling (`FIRECRAWL_API_KEY` env variable required)
from deepsearcher.offline_loading import load_from_website
load_from_website(urls=website_url)

# Query
result = query("Write a report about xxx.") # Your question here


πŸ“ŒΠ›ΠΈΡ†Π΅Π½Π·ΠΈΡ€ΠΎΠ²Π°Π½ΠΈΠ΅: Apache 2.0 License.


πŸ–₯GitHub


@ai_machinelearning_big_data

#AI #ML #Agents #DeepSearcher
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🌟 DeepSearcher: ИИ-ΠΊΠΎΠΌΠ±Π°ΠΉΠ½ для Π²Π°ΡˆΠΈΡ… Π΄Π°Π½Π½Ρ‹Ρ….

ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΎΠ±ΡŠΠ΅Π΄ΠΈΠ½ΡΠ΅Ρ‚ использованиС LLM, Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹Π΅ Π±Π°Π·Ρ‹ Π΄Π°Π½Π½Ρ‹Ρ… для выполнСния Π·Π°Π΄Π°Ρ‡ поиска, ΠΎΡ†Π΅Π½ΠΊΠΈ, Ρ€ΠΈΠ·ΠΎΠ½ΠΈΠ½Π³Π° Π½Π° основС прСдоставлСнных Π΄Π°Π½Π½Ρ‹Ρ… (Ρ„Π°ΠΉΠ»Ρ‹, тСкст, источники).

ΠŸΠΎΠ·ΠΈΡ†ΠΈΠΎΠ½ΠΈΡ€ΡƒΠ΅Ρ‚ΡΡ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌΠΈ ΠΊΠ°ΠΊ инструмСнт для управлСния знаниями прСдприятия, ΠΈΠ½Ρ‚Π΅Π»Π»Π΅ΠΊΡ‚ΡƒΠ°Π»ΡŒΠ½Ρ‹Ρ… QA-систСм ΠΈ сцСнариСв поиска ΠΈΠ½Ρ„ΠΎΡ€ΠΌΠ°Ρ†ΠΈΠΈ.

DeepSearcher ΡƒΠΌΠ΅Π΅Ρ‚ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΏΡ€ΠΈ нСобходимости ΠΈΠ½Ρ„ΠΎΡ€ΠΌΠ°Ρ†ΠΈΡŽ ΠΈΠ· ΠΈΠ½Ρ‚Π΅Ρ€Π½Π΅Ρ‚Π°, совмСстим с Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹ΠΌΠΈ Π±Π°Π·Π°ΠΌΠΈ Milvus ΠΈ ΠΈΡ… сСрвис-ΠΏΡ€ΠΎΠ²Π°ΠΉΠ΄Π΅Ρ€ΠΎΠΌ Zilliz Cloud, эмбСдингами Pymilvus, OpenAI ΠΈ VoyageAI. Π•ΡΡ‚ΡŒ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡ‚ΡŒ ΠΏΠΎΠ΄ΠΊΠ»ΡŽΡ‡Π΅Π½ΠΈΡ LLM DeepSeek ΠΈ OpenAI ΠΏΠΎ API Π½Π°ΠΏΡ€ΡΠΌΡƒΡŽ ΠΈΠ»ΠΈ Ρ‡Π΅Ρ€Π΅Π· TogetherAI ΠΈ SiliconFlow.
ΠŸΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅Ρ‚ΡΡ локальная Π·Π°Π³Ρ€ΡƒΠ·ΠΊΠ° Ρ„Π°ΠΉΠ»ΠΎΠ², ΠΏΠΎΠ΄ΠΊΠ»ΡŽΡ‡Π΅Π½ΠΈΠ΅ Π²Π΅Π±-ΠΊΡ€Π°ΡƒΠ»Π΅Ρ€ΠΎΠ² FireCrawl, Crawl4AI ΠΈ Jina Reader.

Π’ Π±Π»ΠΈΠΆΠ°ΠΉΡˆΠΈΡ… ΠΏΠ»Π°Π½Π°Ρ… - Π΄ΠΎΠ±Π°Π²Π»Π΅Π½ΠΈΠ΅ возмоТности Π²Π΅Π±-ΠΊΠ»ΠΈΠΏΠΏΠ΅Ρ€Π°, Ρ€Π°ΡΡˆΠΈΡ€Π΅Π½ΠΈΠ΅ списка ΠΏΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅ΠΌΡ‹Ρ… Π²Π΅ΠΊΡ‚ΠΎΡ€Π½Ρ‹Ρ… Π±Π°Π·, созданиС RESTful API интСрфСйса.

▢️ Π›ΠΎΠΊΠ°Π»ΡŒΠ½Π°Ρ установка ΠΈ запуск:

# Clone the repository
git clone https://github.com/zilliztech/deep-searcher.git

# Create a Python venv
python3 -m venv .venv
source .venv/bin/activate

# Install dependencies
cd deep-searcher
pip install -e .

# Quick start demo
from deepsearcher.configuration import Configuration, init_config
from deepsearcher.online_query import query

config = Configuration()

# Customize your config here
config.set_provider_config("llm", "OpenAI", {"model": "gpt-4o-mini"})
init_config(config = config)

# Load your local data
from deepsearcher.offline_loading import load_from_local_files
load_from_local_files(paths_or_directory=your_local_path)

# (Optional) Load from web crawling (`FIRECRAWL_API_KEY` env variable required)
from deepsearcher.offline_loading import load_from_website
load_from_website(urls=website_url)

# Query
result = query("Write a report about xxx.") # Your question here


πŸ“ŒΠ›ΠΈΡ†Π΅Π½Π·ΠΈΡ€ΠΎΠ²Π°Π½ΠΈΠ΅: Apache 2.0 License.


πŸ–₯GitHub


@ai_machinelearning_big_data

#AI #ML #Agents #DeepSearcher

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How Does Bitcoin Work?

Bitcoin is built on a distributed digital record called a blockchain. As the name implies, blockchain is a linked body of data, made up of units called blocks that contain information about each and every transaction, including date and time, total value, buyer and seller, and a unique identifying code for each exchange. Entries are strung together in chronological order, creating a digital chain of blocks. β€œOnce a block is added to the blockchain, it becomes accessible to anyone who wishes to view it, acting as a public ledger of cryptocurrency transactions,” says Stacey Harris, consultant for Pelicoin, a network of cryptocurrency ATMs. Blockchain is decentralized, which means it’s not controlled by any one organization. β€œIt’s like a Google Doc that anyone can work on,” says Buchi Okoro, CEO and co-founder of African cryptocurrency exchange Quidax. β€œNobody owns it, but anyone who has a link can contribute to it. And as different people update it, your copy also gets updated.”

How Does Telegram Make Money?

Telegram is a free app and runs on donations. According to a blog on the telegram: We believe in fast and secure messaging that is also 100% free. Pavel Durov, who shares our vision, supplied Telegram with a generous donation, so we have quite enough money for the time being. If Telegram runs out, we will introduce non-essential paid options to support the infrastructure and finance developer salaries. But making profits will never be an end-goal for Telegram.

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