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Embeddings index format for open data access

David MezzettiDavid Mezzetti
Sep 6, 20245 min read

Platform and programming language independent data storage with txtai · txtai is an all-in-one embeddings database for semantic search, LLM orchestration...

Embeddings index format for open data access

How RAG with txtai works

David MezzettiDavid Mezzetti
Jun 21, 20248 min read

Create RAG processes, API services and Docker instances · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language...

How RAG with txtai works

RAG with llama.cpp and external API services

David MezzettiDavid Mezzetti
May 31, 20247 min read

RAG with additional vector and LLM frameworks · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model...

RAG with llama.cpp and external API services

Integrate txtai with Postgres

David MezzettiDavid Mezzetti
Apr 25, 202410 min read

Persist content, vectors and graph data in Postgres · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language...

Integrate txtai with Postgres

Advanced RAG with guided generation

David MezzettiDavid Mezzetti
Apr 18, 20244 min read

Retrieval Augmented and Guided Generation · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model...

Advanced RAG with guided generation

💡 What's new in txtai 7.0

David MezzettiDavid Mezzetti
Feb 21, 20246 min read

Semantic graph 2.0, LoRA/QLoRA training and binary API support · txtai 7.0 brings a number of major feature enhancements. Highlights include: Semantic...

💡 What's new in txtai 7.0