llmware-ai/llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Language:Python
Total stars: 761
Stars trend:
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#python
#ai, #bert, #embeddingvectors, #embeddings, #faiss, #generativeai, #informationretrieval, #largelanguagemodels, #machinelearning, #milvus, #nlp, #parsing, #python, #pytorch, #questionanswering, #rag, #retrievalaugmentedgeneration, #semanticsearch, #transformers

ashvardanian/SimSIMD
Vector Similarity Functions 3x-200x Faster than SciPy and NumPy — for Python, JavaScript, and C 11, supporting f64, f32, f16, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
Language:C
Total stars: 397
Stars trend:
23 Jan 2024
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#c
#arm, #armneon, #armsve, #assembly, #avx2, #avx512, #distancecalculation, #distancemeasures, #informationretrieval, #metrics, #neon, #numpy, #python, #scipy, #simd, #simdinstructions, #similaritymeasures, #similaritysearch, #vectorsearch

ashvardanian/StringZilla
Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, etc 🦖
Language:C++
Total stars: 1230
Stars trend:
24 Feb 2024
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#cplusplus
#beautifulsoup, #commoncrawl, #csv, #dataset, #html, #informationretrieval, #json, #laion, #ndjson, #parser, #patternrecognition, #simd, #sortingalgorithms, #string, #stringmanipulation, #stringmatching, #stringparsing, #stringsearch, #substring

infiniflow/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Language:Python
Total stars: 87
Stars trend:
1 Apr 2024
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#python
#datapipelines, #deeplearning, #documentparser, #documentunderstanding, #informationretrieval, #llm, #llmops, #machinelearning, #nlp, #ocr, #orchestration, #pdftotext, #preprocessing, #rag, #retrievalaugmentedgeneration, #tablestructurerecognition

Unstructured-IO/unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
Language:HTML
Total stars: 6025
Stars trend:
17 Apr 2024
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#html
#datapipelines, #deeplearning, #documentimageanalysis, #documentimageprocessing, #documentparser, #documentparsing, #docx, #donut, #informationretrieval, #langchain, #llm, #machinelearning, #ml, #naturallanguageprocessing, #nlp, #ocr, #pdf, #pdftojson, #pdftotext, #preprocessing

neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Language:Python
Total stars: 7704
Stars trend:
21 Jul 2024
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#python
#embeddings, #informationretrieval, #languagemodel, #largelanguagemodels, #llm, #machinelearning, #neuralsearch, #nlp, #python, #rag, #retrievalaugmentedgeneration, #search, #searchengine, #semanticsearch, #sentenceembeddings, #transformers, #txtai, #vectordatabase, #vectorsearch, #vectorsearchengine

deepset-ai/haystack
:mag: LLM 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.
Language:Python
Total stars: 15911
Stars trend:
27 Aug 2024
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#python
#ai, #bert, #chatgpt, #generativeai, #gpt3, #informationretrieval, #languagemodel, #largelanguagemodels, #llm, #machinelearning, #nlp, #python, #pytorch, #questionanswering, #rag, #retrievalaugmentedgeneration, #semanticsearch, #squad, #summarization, #transformers

onyx-dot-app/onyx
Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
Language:Python
Total stars: 12012
Stars trend:
4 Mar 2025
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#python
#aichat, #chatgpt, #enterprisesearch, #genai, #informationretrieval, #nextjs, #python, #rag