AI Toolkit
Python AI toolkit for indie hackers and solo devs — chatbots, RAG, agents, embeddings, and LLM tools

Python framework for building AI agents with tool use, planning loops, memory, and multi-step reasoning.

Python AI content detector using perplexity analysis, burstiness scoring, and statistical text analysis.

Python chatbot framework with intent matching, conversation state, response templates, and context memory.

Python text embedding pipeline with tokenization, vector generation, similarity search, and caching.

Python data pipeline for LLM fine-tuning with data cleaning, formatting, and quality checks.

Python LLM cost tracker with token counting, per-request cost calculation, and budget alerts.

Python model evaluation suite with accuracy, precision, recall, F1, and per-class reports.

Python prompt template library with chain-of-thought scaffolding, few-shot management, and versioning.

Python RAG pipeline with document ingestion, text chunking, vector store, retrieval engine, and prompt assembly.

Python vector search with index building, cosine similarity, and approximate nearest neighbor search.