: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.
pythonaimachine-learningtransformerslanguage-modelnlppytorchbertchatgptgenerative-aigpt-3large-language-modelsinformation-retrievalquestion-answeringsemantic-searchsquadsummarization- Python
01Обновлено 8 месяцев назад
Efficient Retrieval Augmentation and Generation Framework
llmtransformersnlpquestion-answeringgenerative-aiinformation-retrievalsemantic-searchdiffusionsummarizationbenchmarkcolbertknowledge-graphmulti-modalsentence-transformers- Python
01Обновлено 7 месяцев назад
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
pythonhacktoberfestnlpdeep-learningquestion-answeringmilvusimage-recognitionimage-searchimage-classificationaudio-searchbenchmark-testingunstructured-data- Jupyter Notebook
01Обновлено 6 месяцев назад
LLMFlows - Simple, Explicit and Transparent LLM Apps
pythonllmmachine-learningaichatgptopenaillmsllmopsllm-inferencegpt-4vector-databasequestion-answeringprompt-engineering- Python
00Обновлено 7 месяцев назад
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
pythonmachine-learningaitransformerspytorchnlplarge-language-modelsbertquestion-answeringgenerative-airagembeddingsinformation-retrievalsemantic-searchretrieval-augmented-generationembedding-vectorsfaissmilvusparsing- Python
00Обновлено 7 месяцев назад
An LLM-powered advanced RAG pipeline built from scratch
- Python
00Обновлено 7 месяцев назад
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
transformersquestion-answeringconversational-aiinformation-retrivalnamed-entity-recognitiontext-classification- Python
00Обновлено 7 месяцев назад
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
llmtransformersnlpllamabertquestion-answeringcompressionpretrained-modelssearch-enginesemantic-analysissentiment-analysisuiedistributed-trainingdocument-intelligenceembeddingernieinformation-extractionneural-searchpaddlenlp- Python
00Обновлено 7 месяцев назад