{"slug": "prolog-library-integrates-llms-via-openai-compatible-api", "title": "Prolog Library Integrates LLMs via OpenAI-Compatible API", "summary": "A new Prolog library called pllm integrates large language models via an OpenAI-compatible API, enabling logic programming with generative text for prototyping reasoning and agent scaffolding. The GitHub repository \"vagos/llmpl\" provides a minimal helper with the `llm/2` predicate that posts prompts to HTTP LLM endpoints, supporting OpenAI and local Ollama endpoints.", "body_md": "For ML practitioners, adding LLM calls to logic programming enables compact experiments that combine symbolic rules with generative text, useful for prototyping reasoning, data transformation, and agent scaffolding. The GitHub repository \"vagos/llmpl\" provides a minimal Prolog helper named **pllm** that exposes the predicate `llm/2` to post prompts to HTTP LLM endpoints, according to the repository README on GitHub. The README shows support for any OpenAI-compatible chat/completions endpoint and documents example configuration using `https://api.openai.com/v1/chat/completions` with model `gpt-4o-mini`, as well as a local Ollama endpoint example, per the repo. The project includes installation hints (pack_install) and short usage examples that return text like \"Bonjour !\", and GitHub shows the repository has **1** star.", "url": "https://wpnews.pro/news/prolog-library-integrates-llms-via-openai-compatible-api", "canonical_source": "https://letsdatascience.com/news/prolog-library-integrates-llms-via-openai-compatible-api-925ec872", "published_at": "2026-07-09 13:52:12+00:00", "updated_at": "2026-07-09 14:41:37.157970+00:00", "lang": "en", "topics": ["large-language-models", "developer-tools"], "entities": ["OpenAI", "Ollama", "vagos/llmpl", "pllm"], "alternates": {"html": "https://wpnews.pro/news/prolog-library-integrates-llms-via-openai-compatible-api", "markdown": "https://wpnews.pro/news/prolog-library-integrates-llms-via-openai-compatible-api.md", "text": "https://wpnews.pro/news/prolog-library-integrates-llms-via-openai-compatible-api.txt", "jsonld": "https://wpnews.pro/news/prolog-library-integrates-llms-via-openai-compatible-api.jsonld"}}