Hybrid Search RAG With Langchain And Pinecone Vector DB

preview_player
Показать описание
Hybrid search typically refers to a search approach that combines multiple search methodologies or technologies to provide more comprehensive and accurate results. In the context of information retrieval, hybrid search often involves blending traditional keyword-based searching with more advanced techniques such as natural language processing (NLP), semantic search, and machine learning.

Check out my Udemy Courses
For these 4 days please find all my udemy courses in 399rs INR, check it out if you need it.

  1. Krish Naik
  2. yt:cc=on
  3. hybrid search rag
  4. bm25encoder
  5. vector embedding
  6. vectorstore db
Рекомендации по теме
Hybrid Search RAG 0:42:35

Hybrid Search RAG With Langchain And Pinecone Vector DB

Advanced RAG 03 0:06:47

Advanced RAG 03 - Hybrid Search BM25 & Ensembles

Better RAG: Hybrid 0:16:08

Better RAG: Hybrid Search in Chat with Documents | BM25 and Ensemble

RAG With Azure 0:14:56

RAG With Azure AI Search using Vector/ Hybrid / Exhaustive KNN / Semantic Reranker in 15 minutes

Scanned PDF Langchain 0:29:09

Scanned PDF Langchain Hybrid Search

LangChain - Advanced 0:24:57

LangChain - Advanced RAG Techniques for better Retrieval Performance

LangChain Multi-Query Retriever 0:18:46

LangChain Multi-Query Retriever for RAG

Advacne RAG 01 1:01:10

Advacne RAG 01 - Powerful RAG Using Hybrid Search(Keyword+vVector search) | Ensemble Retrieval

Semantic Search Made 0:07:48

Semantic Search Made Easy With LangChain and MongoDB

Pinecone's New *Hybrid* 0:20:29

Pinecone's New *Hybrid* Search - the future of search?

Vector databases are 0:03:22

Vector databases are so hot right now. WTF are they?

Realtime Powerful RAG 0:53:17

Realtime Powerful RAG Pipeline using Neo4j(Knowledge Graph Db) and Langchain #rag

RAG But Better: 0:23:43

RAG But Better: Rerankers with Cohere AI

Weaviate + LangChain 0:11:15

Weaviate + LangChain for LLM apps presented by Erika Cardenas

Vector Search in 0:11:56

Vector Search in Azure Cognitive Search using Langchain | azure openai | embeddings | openai | llms

Building Production-Ready RAG 0:18:35

Building Production-Ready RAG Applications: Jerry Liu

Gemini Multimodal RAG 0:59:36

Gemini Multimodal RAG Applications with LangChain

Vector , Hybrid, 0:11:12

Vector , Hybrid, Semantic search with Azure AI Search in 11 minutes

LangChain Retrieval QA 0:11:50

LangChain Retrieval QA Over Multiple Files with ChromaDB

LangChain Parent-Child Retriever 0:05:27

LangChain Parent-Child Retriever for better RAG

'I want Llama3 0:24:02

'I want Llama3 to perform 10x with my private knowledge' - Local Agentic RAG w/ llama3

Advance RAG chatbot 0:19:25

Advance RAG chatbot with Graph | Hybrid search with Graph RAG | RAG with Neo4j and Groq API

Get Started with 0:47:06

Get Started with Qdrant Vector Database: Build your First RAG (Part 1)

Vector Search RAG 1:11:47

Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search

Комментарии
Автор

Wow! Just when I wanted to implement hybrid search in a RAG at work, you launch this video! 😃😍

shyamshanks
Автор

Course price -399. Value - Infinity.
Thank you for all your teachings Krish! You're amazing!

prasannakarthik
Автор

man you are great just great i was in search of this technique and you just gave me something valuable

uqrpxyp
Автор

A lot of improvement in your teaching. Keep it up.

ygqvkfr
Автор

Krish please add some data visualization related stuff in the ml dl NLP course.

ahmadwaheed
Автор

I am loving these tutorials I would like to see you do in depth on using vllm as an api point for serving llm using azure kubernates cluster it would be soo useful to the community as we can then use quantized models of llama3 70b with very cheap gpu to help serve applications. I would be just amazing for the community then you can use that to help make agents with lang graph tutorials bro I would love it

frag_it
Автор

Thanks for the fantastic LLM projects...

krishnachaitanya
Автор

hello krish sir i want to know what all courses should i take to job ready skills in industry from your udemy courses

avinashsoftwaresolutions
Автор

Hi Krish,

>> You are awesome! I’m a Salesforce developer and didn’t know much about data science. I’ve unintentionally watched all your videos since YouTube kept recommending them. I’ve learned a lot from you, both technically and in terms of your thought process.

>> Inspired by your content and research papers, I’ve started building a RAG multi-agent system from LangGraph for support systems (Salesforce, Google, etc.).
Can you guide me on fine-tuning data? Your videos on fine-tuning were helpful but not advanced enough for production-level design.

Small request: Could you start a channel for engineers to build production-level RAG systems and pipelines?

Cheers,
Hrsh

harshgarg
Автор

Welcome back to YT.. Can you please do some detailed sessions on Graph RAG ? Also for PineCone better to create index using code.

KumR
Автор

Hi Krish! Excited to dive into this video. You are helping everyone to shift the mindset of developing and getting started with new AI stack! Your content is simply great with a proper crisp (like CRISP-DM in data mining space) explanation and hands-on approach. Also do look out about Weaviate (a new vector DB for building enterprise gen AI applications).

divyaraj-rana
Автор

You provide me full explications how to use Rag I feel proud of continue to learn your courses.

I had some issues, can we do a hybrid search using TiDB serverless ??

Newsaboutall-zu
Автор

Hlo sir
Could you share text summarisation with N-grams using deep learning back end code 😢

VijayKumar-nzij
Автор

Hi krish, I am following your content froom past 3 years but in the udemy courses I felt like the way o simplicity is missing. If possible please try to keep things simple as muh as you can. All your content is very good and relevant to the industry

vitalikbutarin
Автор

sir can you please upload more video on finetuning LLM as mostly this skill is required in many companies, Even if you upload a course on udemy we' ll defiantly buy it as no other youtuber covered this topic nicely the way you are,
I have already seen your finetuning playlist, we want more please sir

RiteshM-gq
Автор

I am a big fan of you... watch all most of all videos here and also doing two courses from udemy...I have two specific requests
1. Could you please share the name of the software that you use for screen writing during the theory explanation
2. Could you please highlight how this hybrid search helps in a enterprise set up

kaustuvchakraborty
Автор

Thank you for the amazing video krish. Can you please upload the video related to Neo4j database and graph search

adityapatil
Автор

Please make one video using Neo4j or AWS Neptune, converting unstructured data like pdf, etc. to graph and then doing Graph RAG

ishaanpanchal
Автор

Thank you! I needed this video 🙌 could you tell what tool you use to draw? i think it is a great way of learning and could help my students

Martyniqo
Автор

hello krish sir i want to know what all courses should i take to job ready skills in industry from your udemy courses help me with this sir

avinashsoftwaresolutions