Applying machine learning to solve everyday problems
Ways to combine vector indexes with relational databases · txtai supports a number of different database and vector index backends, including external...
Build model prompts and connect tasks together with workflows · txtai has long had support for workflows. Workflows connect the input and outputs of...
Load and use an embeddings index from the Hugging Face Hub · Embeddings is the engine that delivers semantic search. Data is transformed into embeddings...
Embeddings-guided and Prompt-driven search with Large Language Models (LLMs) · This article revisits the Extractor pipeline, which has been covered in a...
Build new language models · txtai has a robust training pipeline that can fine-tune large language models (LLMs) for downstream tasks such as labeling...
Generate speech from text · Text To Speech (TTS) models have made great strides in quality over the last few years. Unfortunately, it's not currently...
