txtai
Embeddings database
An all-in-one embeddings database for semantic search, LLM orchestration and language model workflows
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
10k stars
95 watching
617 forks
Language: Python
last commit: about 1 month ago
Linked from 3 awesome lists
aiartificial-intelligenceembeddingsinformation-retrievallanguage-modellarge-language-modelsllmmachine-learningnlppythonragretrieval-augmented-generationsearchsearch-enginesemantic-searchsentence-embeddingstransformerstxtaivector-databasevector-search
Related projects:
Repository | Description | Stars |
---|---|---|
microsoft/semantic-kernel | An SDK that integrates LLMs with conventional programming languages to create AI-powered applications. | 22,277 |
zilliztech/gptcache | A semantic cache designed to reduce the cost and improve the speed of LLM API calls by storing responses. | 7,293 |
lancedb/lancedb | A serverless vector search and storage database built with Rust, enabling efficient similarity searches across multimodal data. | 4,993 |
alpha-vllm/llama2-accessory | An open-source toolkit for pretraining and fine-tuning large language models | 2,732 |
nvidia/nemo | A scalable generative AI framework for creating and deploying large language models and multimodal models | 12,438 |
chroma-core/chroma | An in-memory document retrieval system for natural language processing applications | 15,865 |
modeltc/lightllm | A Python-based framework for serving large language models with low latency and high scalability. | 2,691 |
parisneo/lollms-webui | An all-encompassing tool providing a web interface to access and utilize various AI models for tasks such as text generation, image analysis, music generation, and more. | 4,394 |
infiniflow/infinity | A high-performance database designed to support the fast and efficient search of various data types in AI applications | 2,780 |
dicklesworthstone/swiss_army_llama | A FastAPI service that facilitates semantic text search using precomputed embeddings and advanced similarity measures. | 947 |
scisharp/llamasharp | An efficient C#/.NET library for running Large Language Models (LLMs) on local devices | 2,750 |
langroid/langroid | A Python framework to build LLM-powered applications by setting up agents with optional components and having them collaboratively solve problems through message exchange | 2,795 |
marqo-ai/marqo | An end-to-end vector search engine that handles text and image similarity | 4,679 |
pathwaycom/llm-app | Provides pre-built AI application templates to integrate Large Language Models (LLMs) with various data sources for scalable RAG and enterprise search. | 7,426 |
hegelai/prompttools | A set of tools for testing and evaluating natural language processing models and vector databases. | 2,731 |