Semanlink - Tools AND Unsupervised deep pre-training

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Tools AND Unsupervised deep pre-training

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31 Documents

Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."

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2024-03-30 About

RAG CLI - LlamaIndex

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2024-03-10 About

Jerry Liu sur X : "a big step towards better RAG... is to just have a really nice PDF parser. It’s so important because a good parser unlocks way more interesting indexing/retrieval strategies…"

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2024-02-23 About

Jerry Liu sur X : "There's different ways you can parse embedded tables for RAG..."

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2023-12-02 About

Self-RAG: Learning to Retrieve, Generate and Critique through Self-Reflection

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2023-10-20 About

🛠 Tool-Augmented LLMs - by Sebastian Ruder - NLP News

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2023-08-28 About

Customizing Agent to Chat with Your Documents | Haystack

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2023-07-25 About

LlamaIndex sur Twitter : "Stop building API connectors - build data agents that can automatically access to ANY API defined with an OpenAPI spec..."

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2023-07-14 About

ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data | Elastic Blog

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2023-07-07 About

PromptHub

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2023-07-07 About

SciSpace Literature Review - Get to the bottom of scientific literature

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2023-07-03 About

Jerry Liu sur Twitter : "The `camelot` package is an awesome module for extracting tables from PDFs..."

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2023-07-03 About

OpenAI: Function calling and other API updates

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2023-06-14 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

santiagobasulto/ipython-gpt IPython ChatGPT extension

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2023-04-16 About

ChatGPT plugins (OpenAI Blog)

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ChatGPT plugins

2023-04-15 About

Chat Plugins, documentation - OpenAI API

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2023-04-15 About

openai/chatgpt-retrieval-plugin: The ChatGPT Retrieval Plugin

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2023-04-13 About

Release v1.15.0 · deepset-ai/haystack

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2023-03-30 About

Using ChatGPT Plugins with LLaMA

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2023-03-27 About

ChatGPT + Code Interpreter = Magic – @AndrewMayne

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GPT Code Interpreter

2023-03-26 About

DataChazGPT sur Twitter : "Just. Wow. @OpenAI's just showcased a #ChatGPT plugin for summarizing anything from the web!"

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2023-03-24 About

Harrison Chase sur Twitter : "LangChain AIPlugins: A first open source attempt at using AIPlugins (the same ones ChatGPT is using)

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2023-03-24 About

[2302.04761] Toolformer: Language Models Can Teach Themselves to Use Tools

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> Toolformer, **a model
trained to decide which APIs to call, when to
call them, what arguments to pass, and how to
best incorporate the results into future token
prediction**.

> fulfills the
following desiderata:
> - The use of tools should be learned in a
self-supervised way without requiring large
amounts of human annotations
>- The LM should be able to decide for itself when
and how to use which tool.

> Approach based
on the recent idea of using large LMs with incontext
learning (Brown et al., 2020) to generate
entire datasets from scratch.
>
> Given just a handful of human-written examples
of how an API can be used, 
> - we let a LM annotate
a huge language modeling dataset with potential
API calls. 
> - We then use a self-supervised loss to
determine which of these API calls actually help
the model in predicting future tokens. 
>- Finally, we
finetune the LM itself on the API calls that it considers
useful.

[Jay Hack @mathemagic1an sur twitter](https://twitter.com/mathemagic1an/status/1624870248221663232):

> from a small seed set of human inputs (essentially demonstrating usage of APIs), the training set for this behavior is generated by the LLM itself.
> 
> So what does this mean? We've found a promising way to tightly integrate arbitrary APIs with our best-performing models.

2023-02-13 About

Jay Hack sur Twitter : "My thoughts on Toolformer IMO the most important paper in the past few weeks..."

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2023-02-13 About

Timo Schick sur Twitter : "Introducing the Toolformer, a language model that teaches itself to use various tools in a self-supervised way..."

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2023-02-13 About

explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

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2023-02-11 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

Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine

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2021-12-05 About

Distilling BERT models with spaCy - Towards Data Science (2019)

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2020-02-15 About

Matthew Honnibal sur Twitter : "Have been experimenting with an unsupervised pre-training technique for @spacy_io, similar to ULMFit/Elmo/BERT etc.

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2018-11-18 About