Скачать
Ollama and LanceDB: The best combination for Local RAG?
Автор: Learn Data with Mark
Загружено: 2024-09-15
Просмотров: 8492
Описание:
In this video we'll learn how to setup a Local RAG system using Ollama and LanceDB, an open-source database for AI.
🟡 Code - https://github.com/mneedham/LearnData...
🟡 LanceDB - https://lancedb.github.io/lancedb/
🟡 Ollama - https://ollama.com/
Доступные форматы для скачивания:
Похожие видео
array(10) {
[0]=>
object(stdClass)#4314 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "cKI7yjxW87Q"
["related_video_title"]=>
string(57) "An intro to rerankers: A uniform API for reranking models"
["posted_time"]=>
string(27) "8 месяцев назад"
["channelName"]=>
string(20) "Learn Data with Mark"
}
[1]=>
object(stdClass)#4287 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "gigip1Pxf88"
["related_video_title"]=>
string(24) "Local RAG with llama.cpp"
["posted_time"]=>
string(28) "11 месяцев назад"
["channelName"]=>
string(20) "Learn Data with Mark"
}
[2]=>
object(stdClass)#4312 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "76EIC_RaDNw"
["related_video_title"]=>
string(24) "Don’t Embed Wrong!"
["posted_time"]=>
string(27) "7 месяцев назад"
["channelName"]=>
string(13) "Matt Williams"
}
[3]=>
object(stdClass)#4319 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "5xPvsMX2q2M"
["related_video_title"]=>
string(57) "Local UNLIMITED Memory Ai Agent | Ollama RAG Crash Course"
["posted_time"]=>
string(28) "11 месяцев назад"
["channelName"]=>
string(9) "Ai Austin"
}
[4]=>
object(stdClass)#4298 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "aJ4xVx1zkaY"
["related_video_title"]=>
string(68) "Improving RAG Systems with Hybrid Search and Re-ranking with LanceDB"
["posted_time"]=>
string(27) "7 месяцев назад"
["channelName"]=>
string(9) "Jason Liu"
}
[5]=>
object(stdClass)#4316 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "4XCiD5VOdcQ"
["related_video_title"]=>
string(40) "DuckLake: This is your Data Lake on ACID"
["posted_time"]=>
string(25) "3 недели назад"
["channelName"]=>
string(8) "Definite"
}
[6]=>
object(stdClass)#4311 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "22tkx79icy4"
["related_video_title"]=>
string(55) "RAG | САМОЕ ПОНЯТНОЕ ОБЪЯСНЕНИЕ!"
["posted_time"]=>
string(23) "1 месяц назад"
["channelName"]=>
string(8) "AI RANEZ"
}
[7]=>
object(stdClass)#4321 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "1y2TohQdNbo"
["related_video_title"]=>
string(85) "Build your own RAG based LLM Application (Completely Offline!): AI for your documents"
["posted_time"]=>
string(27) "7 месяцев назад"
["channelName"]=>
string(15) "Yankee Maharjan"
}
[8]=>
object(stdClass)#4297 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "ztBJqzBU5kc"
["related_video_title"]=>
string(73) "How to chat with your PDFs using local Large Language Models [Ollama RAG]"
["posted_time"]=>
string(19) "1 год назад"
["channelName"]=>
string(14) "Tony Kipkemboi"
}
[9]=>
object(stdClass)#4315 (5) {
["video_id"]=>
int(9999999)
["related_video_id"]=>
string(11) "-Lyk7ygQw2E"
["related_video_title"]=>
string(24) "AI Model Context Decoded"
["posted_time"]=>
string(27) "7 месяцев назад"
["channelName"]=>
string(13) "Matt Williams"
}
}
An intro to rerankers: A uniform API for reranking models
Local RAG with llama.cpp
Don’t Embed Wrong!
Local UNLIMITED Memory Ai Agent | Ollama RAG Crash Course
Improving RAG Systems with Hybrid Search and Re-ranking with LanceDB
DuckLake: This is your Data Lake on ACID
RAG | САМОЕ ПОНЯТНОЕ ОБЪЯСНЕНИЕ!
Build your own RAG based LLM Application (Completely Offline!): AI for your documents
How to chat with your PDFs using local Large Language Models [Ollama RAG]
AI Model Context Decoded