The Open Source RAG framework
- Python
01Обновлено 8 месяцев назад
Java version of LangChain
openaichatgptlangchainllamagptllama2vector-databasejavaembeddingshuggingfaceollamaonnxmilvusazure-openaichromageminilangchain-javalocalaipineconeweaviate- Java
11Обновлено 7 месяцев назад
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
- Python
01Обновлено 7 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
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
machine-learninghacktoberfestvector-databasemlopsneural-networkneural-searchsearch-engineapproximate-nearest-neighbor-searchnearest-neighbor-searchembeddings-similarityhnswimage-searchknn-algorithmmatchingrecommender-systemsearchsearch-enginessimilarity-searchvector-searchvector-search-engine- Rust
01Обновлено 7 месяцев назад
LlamaIndex is a data framework for your LLM applications
- Python
01Обновлено 8 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
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
llmmachine-learningraglanguage-modelvector-databaseframeworkretrieval-augmented-generationagentsclusteringretrieval- Python
00Обновлено 5 месяцев назад
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
llmmachine-learningllmopschatbotvector-databaseragpathwayreal-timeretrieval-augmented-generationvector-indexhugging-facellm-localllm-promptingllm-securityopen-ai- Python
00Обновлено 7 месяцев назад
LLMFlows - Simple, Explicit and Transparent LLM Apps
pythonllmmachine-learningaichatgptopenaillmsllmopsllm-inferencegpt-4vector-databasequestion-answeringprompt-engineering- Python
00Обновлено 7 месяцев назад
An LLM-powered advanced RAG pipeline built from scratch
- Python
00Обновлено 7 месяцев назад
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
- Jupyter Notebook
00Обновлено 7 месяцев назад
This repository provides a comprehensive guide and implementation of RAG (Retrieval-Augmented Generation) for building state-of-the-art conversational AI chatbots.
llmlarge-language-modelsnatural-language-processingragchatbotvector-databasegenerative-airetrieval-augmented-generationpython3streamlitartificial-intelligencefaiss- Python
00Обновлено 7 месяцев назад