Applying machine learning to solve everyday problems

Generative Audio

David MezzettiDavid Mezzetti
Oct 13, 20248 min read

Storytelling with generative audio workflows · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model...

Generative Audio

Speech to Speech RAG

David MezzettiDavid Mezzetti
Sep 27, 20244 min read

Full cycle speech to speech workflow with RAG · txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model...

Speech to Speech RAG

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