Semanlink - Unsupervised deep pre-training AND Tools

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Unsupervised deep pre-training AND Tools

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Tool-Augmented LLMs

32 Documents

VinciGit00/Scrapegraph-ai: Python scraper based on AI

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2024-05-10 A propos

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

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2024-03-30 A propos

RAG CLI - LlamaIndex

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2024-03-10 A propos

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 A propos

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

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2023-12-02 A propos

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

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2023-10-20 A propos

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

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2023-08-28 A propos

Customizing Agent to Chat with Your Documents | Haystack

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2023-07-25 A propos

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 A propos

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

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2023-07-07 A propos

PromptHub

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2023-07-07 A propos

SciSpace Literature Review - Get to the bottom of scientific literature

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2023-07-03 A propos

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

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2023-07-03 A propos

OpenAI: Function calling and other API updates

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2023-06-14 A propos

Jas Singh sur Twitter : "ChatGPT can now turn your PDFs into chatbots… in ONLY 3 Clicks..."

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2023-06-04 A propos

santiagobasulto/ipython-gpt IPython ChatGPT extension

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2023-04-16 A propos

ChatGPT plugins (OpenAI Blog)

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ChatGPT plugins

2023-04-15 A propos

Chat Plugins, documentation - OpenAI API

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2023-04-15 A propos

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

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2023-04-13 A propos

Release v1.15.0 · deepset-ai/haystack

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2023-03-30 A propos

Using ChatGPT Plugins with LLaMA

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2023-03-27 A propos

ChatGPT + Code Interpreter = Magic – @AndrewMayne

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GPT Code Interpreter

2023-03-26 A propos

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 A propos

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 A propos

[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 A propos

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 A propos

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 A propos

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

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2023-02-11 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

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

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2021-12-05 A propos

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

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2020-02-15 A propos

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 A propos