https://pypi.org/project/selectools/ Recent updates to the Python Package Index for selectools en https://pypi.org/project/selectools/0.23.0/ Production-ready Python framework for AI agents with multi-agent graphs, hybrid RAG, guardrails, audit logging, 50 evaluators, and a visual builder. Supports OpenAI, Anthropic, Gemini, Ollama. By NichevLabs. johnnichev@gmail.com Sun, 19 Apr 2026 15:06:26 GMT https://pypi.org/project/selectools/0.22.0/ Production-ready Python framework for AI agents with multi-agent graphs, hybrid RAG, guardrails, audit logging, 50 evaluators, and a visual builder. Supports OpenAI, Anthropic, Gemini, Ollama. By NichevLabs. johnnichev@gmail.com Tue, 14 Apr 2026 03:23:01 GMT https://pypi.org/project/selectools/0.21.0/ Production-ready Python framework for AI agents with multi-agent graphs, hybrid RAG, guardrails, audit logging, 50 evaluators, and a visual builder. Supports OpenAI, Anthropic, Gemini, Ollama. By NichevLabs. johnnichev@gmail.com Wed, 08 Apr 2026 16:41:28 GMT https://pypi.org/project/selectools/0.20.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 03 Apr 2026 05:50:55 GMT https://pypi.org/project/selectools/0.20.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Tue, 31 Mar 2026 06:01:14 GMT https://pypi.org/project/selectools/0.19.3/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Tue, 31 Mar 2026 05:46:50 GMT https://pypi.org/project/selectools/0.19.2/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Tue, 31 Mar 2026 04:58:27 GMT https://pypi.org/project/selectools/0.19.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Mon, 30 Mar 2026 15:22:41 GMT https://pypi.org/project/selectools/0.19.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sat, 28 Mar 2026 03:50:14 GMT https://pypi.org/project/selectools/0.18.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 27 Mar 2026 15:17:27 GMT https://pypi.org/project/selectools/0.18.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 27 Mar 2026 11:07:56 GMT https://pypi.org/project/selectools/0.18.0b1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Thu, 26 Mar 2026 16:17:09 GMT https://pypi.org/project/selectools/0.17.7/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Wed, 25 Mar 2026 21:20:38 GMT https://pypi.org/project/selectools/0.17.6/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Tue, 24 Mar 2026 17:27:11 GMT https://pypi.org/project/selectools/0.17.5/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Tue, 24 Mar 2026 02:32:36 GMT https://pypi.org/project/selectools/0.17.3/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 22 Mar 2026 23:04:19 GMT https://pypi.org/project/selectools/0.17.4/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 22 Mar 2026 23:02:11 GMT https://pypi.org/project/selectools/0.17.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 22 Mar 2026 21:06:21 GMT https://pypi.org/project/selectools/0.17.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 22 Mar 2026 19:16:28 GMT https://pypi.org/project/selectools/0.16.7/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Mon, 16 Mar 2026 18:58:56 GMT https://pypi.org/project/selectools/0.16.6/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Mon, 16 Mar 2026 18:08:58 GMT https://pypi.org/project/selectools/0.16.5/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Mon, 16 Mar 2026 01:30:45 GMT https://pypi.org/project/selectools/0.16.4/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 15 Mar 2026 15:49:03 GMT https://pypi.org/project/selectools/0.16.3/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sun, 15 Mar 2026 00:44:08 GMT https://pypi.org/project/selectools/0.16.2/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Sat, 14 Mar 2026 19:27:23 GMT https://pypi.org/project/selectools/0.16.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 13 Mar 2026 19:13:35 GMT https://pypi.org/project/selectools/0.16.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 13 Mar 2026 13:01:56 GMT https://pypi.org/project/selectools/0.15.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Thu, 12 Mar 2026 19:57:12 GMT https://pypi.org/project/selectools/0.14.1/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Thu, 12 Mar 2026 17:27:16 GMT https://pypi.org/project/selectools/0.14.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Wed, 11 Mar 2026 02:18:37 GMT https://pypi.org/project/selectools/0.13.0/ Production-ready AI agents with tool calling, structured output, execution traces, and RAG. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama) with fallback chains, batch processing, tool policies, streaming, caching, and cost tracking. johnnichev@gmail.com Fri, 06 Mar 2026 14:26:34 GMT https://pypi.org/project/selectools/0.12.1/ Production-ready AI agents with tool calling, RAG, and hybrid search. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama), with streaming, caching, dynamic tools, and cost tracking. johnnichev@gmail.com Mon, 16 Feb 2026 09:58:42 GMT https://pypi.org/project/selectools/0.12.0/ Production-ready AI agents with tool calling, RAG, and hybrid search. Provider-agnostic (OpenAI, Anthropic, Gemini, Ollama), with streaming, caching, dynamic tools, and cost tracking. johnnichev@gmail.com Mon, 16 Feb 2026 09:40:53 GMT https://pypi.org/project/selectools/0.8.0/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini, Ollama). johnnichev@gmail.com Wed, 10 Dec 2025 04:51:06 GMT https://pypi.org/project/selectools/0.7.0/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini, Ollama). johnnichev@gmail.com Tue, 09 Dec 2025 17:30:16 GMT https://pypi.org/project/selectools/0.6.1/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini, Ollama). johnnichev@gmail.com Tue, 09 Dec 2025 15:54:31 GMT https://pypi.org/project/selectools/0.6.0/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini, Ollama). johnnichev@gmail.com Tue, 09 Dec 2025 13:55:27 GMT https://pypi.org/project/selectools/0.5.2/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini). johnnichev@gmail.com Tue, 09 Dec 2025 04:03:09 GMT https://pypi.org/project/selectools/0.5.1/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini). johnnichev@gmail.com Tue, 09 Dec 2025 00:26:30 GMT https://pypi.org/project/selectools/0.5.0/ Build AI agents that call your custom Python functions. Connect LLMs to tools, APIs, and databases with any provider (OpenAI, Anthropic, Gemini). johnnichev@gmail.com Mon, 08 Dec 2025 22:12:41 GMT