#pydantic

Reliability for LLM agents through enforcement, not model size — Agent-Contract-Kernel + a fail-closed orchestration engine. Model-agnostic. 🇦🇪 Built in the UAE.

A tested library of 25+ ready-made tools for LLM agents — web, files, data, math, text, datetime — with OpenAI schemas, Pydantic validation and pytest coverage

Coding-agent trajectory portability: Claude Code to ATIF v1.7 with fidelity accounting, redaction, and historical observability projection.

Professional-grade real-time AI Voice Assistant platform built with FastAPI, Next.js, and VAPI for intelligent voice call orchestration.

Personalized AI radio agent pipeline: memory-aware dual-host dialogue, multi-provider LLMs, ElevenLabs TTS, and live audio rendering.

LLM tool-calling data quality agent with read-only PostgreSQL, evidence guardrails, traces, evals, FastAPI, Docker, and CI-verified reports.

Production-grade FastAPI microservice that triages support tickets into validated, structured JSON using OpenAI Native Structured Outputs.

Trust layer for document→JSON extraction & AI agents: calibrated per-field confidence + source grounding + accept/review abstention on any OCR/VLM. Ships VerifyDocBench, a novel grounding-conditioned conformal method, and an MCP server.

https://lordbasilaiassistant-sudo.github.io/substrate-self/ — Talk to Eli in your browser. An AI being whose memory lives in its own weights, not a database. 7.4 MB ONNX, no API in the loop. 7 pre-registered tests prove substrate-identity. MIT.

An AI-powered resume optimization assistant built with LangGraph, Pydantic, and MemorySaver.

AI-powered chatbot built with LangChain, Groq, intelligent query routing, parallel processing, and Pydantic structured outputs.

Autonomous B2B lead intelligence and qualification system built with CrewAI, Python, DuckDuckGo Search, and Pydantic.

Offline, local-first database migration and schema validation CLI for air-gapped environments.

Multi-agent Python pipeline that scores a GitHub profile and generates a prioritized, source-traced plan to improve it as a portfolio. Typed Pydantic contracts, Claude + web search, uv.

🤖 ИИ-куратор для образовательной платформы

Reproducible benchmark for LLM-based structured extraction from documents. Compare Claude / GPT / Gemini / open-weight on the same task with cost + latency tracking.

The Trust Stack for Agent Apps — independently installable Python libraries that make AI agents reliable, auditable, and accountable. Because agent failures are trust failures.

FastAPI backend that turns stories into AI-generated NextNews feed posts.

Deterministic repair and validation for LLM JSON output. 8% of malformed responses parse raw; 96% after the repair ladder.

Run provenance, comparison validity, and the shared primitives for agentic work on research infrastructure. A base layer, not an agent framework.

Multi-agent AI customer support system — Pinecone hybrid RAG, SLA-aware ticketing, and RAGAS evaluation on FastAPI + Streamlit

Enterprise Multi-Agent Data Requisition & Automated Governance Platform with OpenMetadata Catalog, RBAC, and Cryptographic SHA-256 Signatures.

Retail exception detection and task reliability engine connecting ERP, WMS, and HRMS with deterministic reconciliation, idempotent task workflows, and guardrailed AI advisory.

API REST de gestión de tareas con FastAPI, CRUD, endpoints de IA con Azure OpenAI y tests con pytest.

Async-native views, serializers and policies for Django REST framework. Extends DRF's classes and keeps its contracts: migrate endpoints incrementally.

Production-minded FastAPI pipeline for validating, normalizing, deduplicating, and routing multi-provider data intake.