txtai Releases

Introduces sub-agent delegation for parallel task execution, adds CLI progress tracking, and improves web fetching with better HTML parsing and caching.

Jun 3, 2026

This release updates the financial model suite by adding Claude Opus 4.8 and a market-wide earnings feed. It also refines financial search routing and fixes a memory indexer bug affecting CLI performance.

May 29, 2026

The release introduces a new 'write-memo' skill to assist users in drafting investment memos, including long/short equity theses with specific scenarios and DCF anchors.

May 24, 2026

This release focuses on a zero dependency minimal install, adding support for LiteRT and the latest Transformers v5.

May 12, 2026

This release introduces the new `oumi deploy` CLI for dedicated inference endpoints, an `oumi-mcp` server for MCP-capable assistants, batch-API parity across hosted providers, and updates dependencies to Transformers v5, TRL 0.30+, and vLLM 0.20+.

May 7, 2026

This is primarily a bug fix, security, and compatibility update for the library.

Apr 29, 2026

This release introduces support for vision modality and updates the LLM API caching mechanism to use JSON instead of pickle.

Mar 28, 2026

This release introduces the new TxtAI Coding Agent Toolkit.

Mar 20, 2026

This release adds many great new Embeddings database features including BB25 normalization, ngram tokenization, database expression indexes, and conditional JSON data storage.

Feb 25, 2026

This release adds significant new agent capabilities including agents.md, skill.md support and memory features for enhanced agent functionality.

Feb 12, 2026

This is a minor bug fix release that resolves compilation errors on macOS caused by the `core-text` dependency.

Feb 5, 2026

This release brings major platform upgrades including Python 3.14 and PyTorch 2.9, introduces new inference engines like Fireworks and OpenRouter, and adds rule-based evaluation judges alongside significant CLI and documentation improvements.

Jan 29, 2026

This is a bug fix release that resolves an httpx import issue causing ModuleNotFoundError for Embeddings-only usage and adds a minimal build workflow.

Jan 23, 2026

This release adds OpenCode LLM integration, improved instruction prompts support for vectors, additional keyword tokenization methods, and LLM finetuning examples.

Jan 21, 2026

This release expands RAG to support any callable function, adds quickstart examples for RAG, Agent and Workflow, and includes many LLM and documentation improvements.

Dec 22, 2025

This release adds Python 3.13 support, a new CLI command for dataset analysis, the TRL GOLD trainer for preference learning, and first-class Kubernetes deployment support.

Dec 17, 2025

Primarily a bug fix and compatibility release that adds options to the Segmentation pipeline and LLM API endpoints. It also addresses compatibility issues with downstream libraries like GLiNER, smolagents, and Faiss.

Nov 21, 2025

A maintenance release for the GPUI component library featuring UI bug fixes and improvements across various widgets.

Nov 20, 2025

Announces Oumi v0.5.0, introducing data synthesis and hyperparameter tuning modules, alongside AWS Bedrock integration and NERSC HPC support.

Nov 18, 2025

A major version update introducing significant API changes and consistency improvements, including component renames and state management refactoring.

Nov 17, 2025