NLP: use cases ; Language Models + Knowledge AND LLM
Common descendants
18 Documents
NER using DSPy
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2024-04-12 About
Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."
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2024-03-30 About
DSPy Cheatsheet | DSPy
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2024-03-30 About
Krista Opsahl-Ong sur X : "Got a pipeline with **multiple prompts**, like a DSPy program? ... Introducing MIPRO, a Multi-prompt Instruction Proposal Optimizer...."
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2024-03-09 About
Intro to DSPy: Goodbye Prompting, Hello Programming! | by Leonie Monigatti | Feb, 2024 | Towards Data Science
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2024-03-01 About
bclavie/RAGatouille
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2024-01-26 About
Omar Khattab sur X : "...Let's use 30 lines of DSPy—without any hand-written prompts or any calls to OpenAI ($0)—to teach..."
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2024-01-01 About
Inside DSPy: The New Language Model Programming Framework You Need… – Towards AI
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2023-09-06 About
Omar Khattab sur X : "Announcing 𝗗𝗦𝗣y..."
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2023-08-24 About
ML Blog - Improve ChatGPT with Knowledge Graphs
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2023-07-04 About
[2212.14024] Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
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2023-06-23 About
Jerry Liu sur Twitter : "The DSP project carries a lot of insights for improving RAG..."
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2023-06-18 About
LangChain Retrieval Webinar - YouTube
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2023-05-27 About
stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.
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2023-02-18 About
deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
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2023-02-02 About
Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."
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2022-12-21 About
[2207.06300] Re2G: Retrieve, Rerank, Generate
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2022-07-14 About
[2108.13934] Robust Retrieval Augmented Generation for Zero-shot Slot Filling
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2022-01-19 About