txtai
AI-powered search engine
txtai launched on January 26, 2021 with 2 votes. The site was still online in September 2026, 5 years on.
What it does
txtai builds an AI-powered index over sections of text. txtai supports building text indices to perform similarity searches and create extractive question-answering based systems. txtai also has functionality to add similarity search to existing applications.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows - neuml/txtai
Does a similar job
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txtai: open-source, production-focused vector search and RAG2024 · neuml.github.io · ▲12txtai is an all-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
Open-source GraphRAG Application with your own data2024 · hub.docker.com · ▲12Hello. This is an easy-to-use application for exploring your own data with retrieval augmented generation (RAG) backed by txtai. txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. txtai has a feature to automatically create knowledge graphs using semantic similarity. This enables running Graph RAG queries with path traversals. This RAG application generates a visual network to illustrate the path traversals and help understand the context from which answers are generated from. Embeddings databases are used as the knowledge store.…
Perplexity Labs2025 · perplexity.ai · ▲638We built a search engine interface on top of OpenAI GPT 3.5 and Microsoft Bing that summarizes and cites top search results in response to natural language questions. By using search results, the AI is able to reference recent news and provide citations for specific facts. Our interface offers concise answers, without having to click through links, scroll past irrelevant content, or read ads. No login is required; no personal data is collected. We believe in the power of combining the intuitive UI of web search with the intelligence of large language models. The search engine does indexing…
AI Search ConsoleJul 2026 · search-console.ai · ▲493Prompt analytics and citation mapping for AI search
stackoverflow.ai2025 · stackoverflow.com · ▲421AI-powered, conversational search and discovery tool
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