txtai
txtai is an all-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
txtai is an all-in-one AI framework for semantic search, LLM orchestration and language model workflows. The key component of txtai is an embeddings database, which is a union of vector indexes (sparse and dense), graph networks and relational databases. This foundation enables vector search and/or serves as a powerful knowledge source for large language model (LLM) applications. Build autonomous agents, retrieval augmented generation (RAG) processes, multi-model workflows and more. We're also building an easy and secure way to run hosted txtai applications with txtai.cloud.
Guidance
A guidance language for controlling large language models. - guidance-ai/guidance
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Guidance
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Guidance
txtai
Guidance