NLP tasks / problems ; NLP: pretraining AND LLMs over your data
Common descendants
27 Documents
LlamaIndex 🦙 sur X : "Fine-tuning Embedding Models for RAG with LoRA'
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2024-04-23 About
LlamaIndex 🦙 sur X : "Use RAG to build advanced text-to-SQL..."
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2024-01-24 About
Finetuning LLaMa + Text-to-SQL
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2023-09-28 About
Jerry Liu sur X : "This might be the first time ChatGPT (+@jxnlco) helped us come up with a better retrieval algorithm for RAG..."
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2023-08-28 About
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
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2023-08-18 About
LlamaIndex: Harnessing the Power of Text2SQL and RAG to Analyze Product Reviews | by Ravi Theja | LlamaIndex Blog | Aug, 2023 | Medium
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2023-08-13 About
Customizing Agent to Chat with Your Documents | Haystack
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2023-07-25 About
Jerry Liu sur Twitter : "if you have access to a rich query language (e.g. SQL / any DSL), use a vector db to index additional metadata to help the LLM execute queries using this query language, while preventing prompt overflows!
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2023-07-20 About
Breaking barriers with OpenBB and LlamaIndex: simplifying data access to 100+ trusted sources | OpenBB
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2023-07-20 About
Jerry Liu sur Twitter : "Using cross-encoding as a reranking step can dramatically speed up LLM inference time AND improve accuracy!"
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2023-07-20 About
Jerry Liu sur Twitter : "Adding metadata to text can help w/ disambiguation and boost retrieval performance for LLM QA systems, using LLMs to... extract rich context to augment each chunk"
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2023-07-09 About
ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data | Elastic Blog
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2023-07-07 About
Introducing Azure OpenAI Service On Your Data in Public Preview - Microsoft Community Hub
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2023-06-21 About
Question Answering with Large Documents · GoogleCloudPlatform/generative-ai
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2023-06-15 About
Chat Over Documents with Chat History — LangChain
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2023-06-15 About
LangChain Tutorial: ChatGPT Over Your Data
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2023-06-06 About
PromtEngineer/localGPT: Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
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2023-06-04 About
Jas Singh sur Twitter : "ChatGPT can now turn your PDFs into chatbots… in ONLY 3 Clicks..."
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2023-06-04 About
Build a ChatGPT with your Private Data using LlamaIndex and MongoDB | by Jerry Liu | LlamaIndex Blog | May, 2023 | Medium
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2023-05-21 About
nicknochnack/LangchainDocuments: Leveraging Your Own Documents in a Langchain Pipeline
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2023-05-14 About
building an AI-powered blog-analysis tool - Tools of the AI engineer - Softlandia
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2023-04-22 About
Andrej Karpathy sur Twitter : "Any piece of content can and will be instantiated into a Q&A assistant" / Twitter
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2023-04-20 About
mayooear/gpt4-pdf-chatbot-langchain: GPT4 & LangChain Chatbot for large PDF docs
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2023-04-20 About
Jo Kristian Bergum sur Twitter : "Do GTP embeddings work for our domain?"
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2023-04-07 About
Jo Kristian Bergum sur Twitter : "The movement around connecting LLMs with your data via retrieval augmentation seems to lack a focus on retrieval quality."
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2023-04-07 About
anton sur Twitter : "Kind of interesting seeing all of these products pop up saying “train ChatGPT on your docs or website” Technically no one can train ChatGPT on your data."
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2023-04-02 About
Chatbase | Train ChatGPT on your data and add it to your website
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2023-03-28 About