Mastering LlamaIndex : Create, Save & Load Indexes, Customize LLMs, Prompts & Embeddings | Code

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Explore LlamaIndex in this tutorial. We'll cover creating and querying an index, saving and loading the index, customizing LLMs, prompts, and embeddings.

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🚀 Top Rated Plus Data Science Freelancer with 8+ years of experience, specializing in NLP and Back-End Development. Founder of FutureSmart AI, helping clients build custom AI NLP applications using cutting-edge models and techniques. Former Lead Data Scientist at Oracle, primarily working on NLP and MLOps.

💡 As a Freelancer on Upwork, I have earned over $100K with a 100% Job Success rate, creating custom NLP solutions using GPT-3, ChatGPT, GPT-4, and Hugging Face Transformers. Expert in building applications involving semantic search, sentence transformers, vector databases, and more.
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Thanks for this quick short and to the point tutorial🛐🛐

siddhantgurung
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You are doing so great with the videos - well done :) 7K subs!!!

lostinadmiration
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Good Job on the video.
I have a question for you, is there a way to do this without an openAI key? a workaround?

MarijaManeva-ds
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TYSM Pradip for this wonderful tutorial. I have a question, how can we save the output of a loader? In my case, I have several URLs to feed and I want to save text data from those URLs after getting loaded by the llama_index loader.

ShrikantKadam-qs
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Thanks for your efforts. i have a question, how can I insert list of documents to an existing index ?

FatimaHABIB-jmji
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Sir, 1 Question
When i apply Index = to a large SQL Database file Its take more than 5hours and still its running the code and then I stop it from running.
Sir, Please tell me whats the problem ? Does this create index of only pdf files ? And if we want to apply to sqlite database file how can we do it ?

usamasajid
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what is the difference between langchain and llama_index

cutiestbabyvideos
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Can you share code in git it helps with the video

harishvijay
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You should hide the open api key, someone will misuse it

Slimshady