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Txtai: Open-source vector search and RAG for minimalists
txtai is an all-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases can stand on their own and/or serve as a powerful knowledge source for large language model (LLM) prompts. 🔎 Vector search with SQL, object storage, topic modeling, graph analysis and multimodal indexing 📄 Create embeddings for text, documents, audio, images and video 💡 Pipelines powered by language models that run LLM prompts, question-answering, labeling, transcription, translation, summarization and more ↪️️ Workflows to join pipelines together and aggregate business logic.
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