Understand & Visualise Microsoft GraphRAG

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#datascience #machinelearning #deeplearning #datanalytics #predictiveanalytics #artificialintelligence #generativeai #largelanguagemodels #computervision #naturallanguageprocessing #agents #transformers #embedding #graphml #graphdatascience #datavisualization #businessintelligence #optimization #montecarlosimulation #simulation #LLMs #python #aws #azure #gcp

[SridharKumarKannam]

If you found this content useful, pleases consider sharing it with others who might benefit. Your support is greatly appreciated :)

[anon]

loving this graph RAG series. please continue and would love examples with financial statements etc

[pankajkumarchoudhary]

Really such a great video, thanks for sharing. This is the video that i was looking for to visualize the graphs. Please share the notebook too

[joycer]

I don't have description_embedding in my create_final_entities.parquet file... is this normal?

[SpiritOfIndiaaa]

thanks a lot, one doubt, sorry for my dumb questions, what is the use of this one ? what is the objective ?

[Anonymous-buch]

Hi Sridhar, i want to implement my own chunking method here how to do it?

[sawantchaitanya]

very helpful thanks. its better than LLMGraph but the GraphQAChain doesnt work here in case of GraphRAG, is there any other retriever or resource which can help to build a custom retriever any help would be greatly appreciated.

[fintech]

Whats that create index in the 2nd cell

[_mayankparashar]

Hi, how can we summarize a txt file containing different stories in it in which each story starts as story :name of the story, how can we get thè summary of each story as i tried it, it is mixing all the stories and not providing me summary of each story as i want, i tried using both local and global search

[ayushjadia]

why no I just use langchain with knowledge grapghs rather than this expensive graphRAG