Pre-Trained Language Models AND Not Encoding Factual Knowledge in Language Model
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24 Documents
NER using DSPy
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2024-04-12 A propos
Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."
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2024-03-30 A propos
DSPy Cheatsheet | DSPy
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2024-03-30 A propos
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 A propos
Intro to DSPy: Goodbye Prompting, Hello Programming! | by Leonie Monigatti | Feb, 2024 | Towards Data Science
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2024-03-01 A propos
bclavie/RAGatouille
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2024-01-26 A propos
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 A propos
[2310.03025] Retrieval meets Long Context Large Language Models
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2023-10-07 A propos
Fine-tuning with Retrieval Augmentation - LlamaIndex
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2023-10-07 A propos
[2310.01352] RA-DIT: Retrieval-Augmented Dual Instruction Tuning
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2023-10-07 A propos
Inside DSPy: The New Language Model Programming Framework You Need… – Towards AI
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2023-09-06 A propos
Omar Khattab sur X : "Announcing 𝗗𝗦𝗣y..."
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2023-08-24 A propos
[2212.14024] Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
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2023-06-23 A propos
Jerry Liu sur Twitter : "The DSP project carries a lot of insights for improving RAG..."
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2023-06-18 A propos
Retrieval-augmented LMs, and prompting
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2023-06-16 A propos
LangChain Retrieval Webinar - YouTube
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2023-05-27 A propos
Jerry Liu sur Twitter : "To evaluate retrieval-augmented LLM’s, we can compare the query/response/source context to see if they match. We just added this to @gpt_index..."
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2023-04-11 A propos
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 A propos
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 A propos
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 A propos
[2207.06300] Re2G: Retrieve, Rerank, Generate
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2022-07-14 A propos
[2108.13934] Robust Retrieval Augmented Generation for Zero-shot Slot Filling
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2022-01-19 A propos
Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"
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2021-02-23 A propos
Retrieval Augmented Generation with Huggingface Transformers and Ray | Distributed Computing with Ray
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2021-02-11 A propos