Install GraphRAG Locally - Build RAG Pipeline with Local and Global Search

This video installs GraphRAG locally and create RAG pipeline with your own custom data in a step-by-by step tutorial.
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[@fahdmirza]

Watch More GraphRAG Videos:
🔥GraphRAG with Ollama - Install Local Models for RAG - Easiest Tutorial ruclips.net/video/6Yu6JpLMWVo/видео.htmlsi=ONzq5rT1OSd0l4mD
🔥Install GraphRAG Locally - Build RAG Pipeline with Local and Global Search ruclips.net/video/Sy5K6Ay46xU/видео.htmlsi=g5eKWBsWg6zPaN7a
🔥GraphRAG with Groq - Install Locally with Local and Global Search ruclips.net/video/xkDGpR5g9D0/видео.htmlsi=QVfnD5tUSnxvPhAH
🔥GraphRAG with Llama.cpp Locally with Groq ruclips.net/video/9Gp2Qo1NASY/видео.html

[@mikew2883]

This is great! Can you possibly do a video on how to call this in a UI like Streamlit? That would be so helpful! 👍

[@fahdmirza]

NOTED

[@tollington9414]

Fascinating, getting the LLMs to define the graph nodes and edges is very interesting

[@fahdmirza]

yes agreed

[@zacboyles1396]

Thank you

[@fahdmirza]

You're welcome

[@SonGoku-pc7jl]

thanks

[@fahdmirza]

thanks

[@brianadityahermansyah4646]

This cool! I hope you can provide a video with open source model such as llama3

[@fahdmirza]

Sure already did, please search the channel. thanks.

[@brianadityahermansyah4646]

Can you provide your video link here? since i don't see video that implement open-source model into GraphRAG on your channel

[@joisco4394]

@@brianadityahermansyah4646 He likely thought your weren't referring to graphRAG and just running it locally lol.

[@mohammmedalmulhem622]

Thank you for the great video. Is there a maximum input size for creating a GraphRAG? Every time I try to insert my documents, I get an error with "create_summarized_entities."

[@taklusyndrome]

wah

[@fahdmirza]

thanks

[@AdithyaGiridharan]

great video!! does the GraphRAG module use cypher queries to RAG or they work without cypher queries?

[@fahdmirza]

I believe it can work either ways.

[@AdithyaGiridharan]

@@fahdmirza thanks for the instant response!! you used a custom .txt file for demo, i was wondering can pdfs also be used for the same? It would be really great if you can do a windows tutorial for the same

[@vijayrameshkumar8522]

Can you explain how to do this with azure openai.
especially what is organization parameter - is it ID?

[@fahdmirza]

sorry I dont have azure subscription.

[@amizhthansp6101]

can you please say where I need to purchase API key , what I need to buy (there is a confuse like input api_key and output api_key ) which one?

[@fahdmirza]

platform.openai.com

[@corvox2010]

IF I can teach you how to make it use ollama, can you make a video that teaches us how to make agents have access to the database? So we can use this with agents?

[@fahdmirza]

Sorry I didn't understand, plz elaborate

[@fahdmirza]

🔥GraphRAG with Ollama - Install Local Models for RAG - Easiest Tutorial - ruclips.net/video/6Yu6JpLMWVo/видео.htmlsi=ouvj740quUtnYGIn

[@cirociro-wb6bz]

Where to start If I want to learn the coding structure

[@MrMoonsilver]

Just check the docs, they have a dedicated page for that. Then it comes down to trial and error =D

[@fahdmirza]

true