Abstra
75Finance teams write reconciliations, approvals and reporting as versioned Python workflows.
ai-for / python
10 tracked tools do python, spread across 6 categories — AI Infrastructure & Dev Platforms and Agent Frameworks & Orchestration among them.
Paid entry prices run from $20 to $2000 a month, and 8 of them have a free tier. Abstra, Hal9 and Agno lead the list on click-through. 7 of them ship a public API.
ranked by click-through
Finance teams write reconciliations, approvals and reporting as versioned Python workflows.
Managed platform plus in-house engineers that take a founder's AI demo to a deployed product.
Open-source Python SDK and self-hosted runtime for building agents, teams and workflows, with a web control plane to monitor them.
Apache-licensed Python framework for building RAG pipelines and agents out of swappable components, maintained by deepset.
Open-source Python framework for agents written as durable flows that resume after a crash, retry safely and log every step.
Open-source Python library for asking questions of dataframes and databases in plain English, plus a hosted dashboard product.
Open-source deep learning framework for building and training neural networks in Python, with GPU acceleration and a large ecosystem.
Open-source Python toolkit that scores RAG and agent apps with LLM-based metrics and generates synthetic test sets.
Web scraping API and open-source Python library that pulls structured data from pages using plain-language prompts.
Open-source machine learning framework for building, training and deploying models on servers, browsers, phones and edge devices.
Yes. 4 of the 10 tools on this page are free to use — Julep, PyTorch, Ragas and TensorFlow; 4 more have a free tier with paid upgrades.
Published entry prices on this page run from $20 to $2000 a month. Each card shows the pricing model and the lowest paid plan as we last verified it; 8 of them can be started for free.
7 of the 10 ship a public API, including Abstra, Hal9, Agno and Haystack. The API badge on each card is re-checked against the vendor's documentation.