: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
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
llmmachine-learningnlpnatural-language-processingdeep-learninginformation-retrievallangchaindonutmlocrpdfpdf-to-jsonpdf-to-textpreprocessingdata-pipelinesdocument-image-analysisdocument-image-processingdocument-parserdocument-parsingdocx- HTML
01Обновлено 8 месяцев назад
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
vector-databasesemantic-searchmlopsinformation-retrievalvector-searchapproximate-nearest-neighbor-searchnearest-neighbor-searchsimilarity-searchhnswimage-searchsearch-engineneural-searchrecommender-systemvector-search-engineweaviategenerative-searchgrpchybrid-searchsemantic-search-enginevectors- Go
01Обновлено 6 месяцев назад
MTEB: Massive Text Embedding Benchmark
semantic-searchinformation-retrievaltext-classificationneural-searchbenchmarktext-embeddingsentence-transformersclusteringretrievalbitext-miningmultilingual-nlprerankingsbertsgptsts- Python
01Обновлено 6 месяцев назад
Efficient Retrieval Augmentation and Generation Framework
llmtransformersnlpquestion-answeringgenerative-aiinformation-retrievalsemantic-searchdiffusionsummarizationbenchmarkcolbertknowledge-graphmulti-modalsentence-transformers- Python
01Обновлено 7 месяцев назад
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
language-modelembeddingsinformation-retrievaltext-classificationprompt-retrievaltext-clusteringtext-embeddingtext-evaluationtext-rerankingtext-semantic-similarity- Python
01Обновлено 7 месяцев назад
Retrieval and Retrieval-augmented LLMs
llmembeddingsretrieval-augmented-generationinformation-retrievaltext-semantic-similaritysentence-embeddings- Python
01Обновлено 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
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
pythonllmmachine-learningnlplarge-language-modelstransformerslanguage-modelragembeddingsvector-databasesemantic-searchretrieval-augmented-generationinformation-retrievalvector-searchneural-searchsearch-enginesearchvector-search-enginesentence-embeddingstxtai- Python
00Обновлено 5 месяцев назад