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deepset-ai /haystack

Star23.7k

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

python nlp agent machine-learning information-retrieval ai transformers orchestration pytorch gemini question-answering summarization agents semantic-search rag gpt-4 large-language-models llm generative-ai retrieval-augmented-generation

UpdatedDec 17, 2025
MDX

SylphAI-Inc /AdalFlow

Star3.9k

AdalFlow: The library to build & auto-optimize LLM applications.

python nlp agent machine-learning information-retrieval framework ai chatbot optimizer question-answering summarization trainer bm25 retriever faiss reranker rag llm generative-ai auto-prompting

UpdatedDec 11, 2025
Python

miso-belica /sumy

Sponsor

Star3.7k

Module for automatic summarization of text documents and HTML pages.

python nlp pagerank-algorithm text-extraction reduction summarization html-page summary lsa sumy textteaser summarizer html-extraction html-extractor

UpdatedNov 24, 2025
Python

allenai /RL4LMs

Star2.4k

A modular RL library to fine-tune language models to human preferences

nlp natural-language-processing reinforcement-learning machine-translation text-generation language-modeling summarization dialogue-generation table-to-text

UpdatedMar 1, 2024
Python

DerwenAI /pytextrank

Star2.2k

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

python nlp machine-learning natural-language-processing graph-algorithms natural-language textrank spacy summarization spacy-extension textgraphs

UpdatedNov 30, 2025
Python

mesolitica /NLP-Models-Tensorflow

Star1.8k

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

nlp machine-learning embedded deep-learning chatbot language-detection lstm summarization attention speech-to-text neural-machine-translation optical-character-recognition pos-tagging lstm-seq2seq-tf dnc-seq2seq luong-api

UpdatedJul 20, 2020
Jupyter Notebook

jsksxs360 /How-to-use-Transformers

Star1.8k

Transformers 库快速入门教程

nlp qa natural-language-processing translation prompt transformers pytorch transformer classification summarization ner bert sentiment-classification

UpdatedSep 20, 2024
Python

IntelLabs /fastRAG

Star1.8k

Efficient Retrieval Augmentation and Generation Framework

nlp benchmark information-retrieval transformers knowledge-graph question-answering summarization multi-modal semantic-search diffusion sentence-transformers colbert llm generative-ai

UpdatedJan 9, 2025
Python

chiphuyen /sotawhat

Star1.4k

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

python script summarization research-tool arxiv

UpdatedFeb 2, 2024
Python

summanlp /textrank

Star1.3k

TextRank implementation for Python 3.

python nlp natural-language-processing textrank keywords text-summarization summarization

UpdatedMar 28, 2023
Python

xcfcode /Summarization-Papers

Star1k

Summarization Papers

nlp natural-language-processing text-generation summarization pretrained-language-model chatgpt

UpdatedJul 15, 2023
TeX

atulkum /pointer_summarizer

Sponsor

Star917

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

nlp deep-learning pointer-networks summarization attention-mechanism pytorch-implmention seq2seq-attn

UpdatedJan 23, 2023
Python

georgian-io /LLM-Finetuning-Toolkit

Star865

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

UpdatedOct 25, 2024
Python

opea-project /GenAIExamples

Star709

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

xeon summarization codegen copilot tgi rag llms genai gaudi2 chatqna