Python agents

A futuristic AI assistant inspired by JARVIS — featuring a stunning holographic Three.js interface, ultra-realistic voice cloning & TTS synthesis, intelligent conversations, and automated macOS system actions. Built to feel like a real sci-fi AI companion with immersive visuals, smooth interactions, and powerful desktop control capabilities. 🚀

https://codestats.gg 🤖💩🎰 The most degenerate, potty-mouthed Discord self-bot you'll ever meet! Jakey is your cynical gambling degenerate mascot who knows everything is rigged, but still loves the thrill. Full production-ready chaos with AI, art generation, crypto tipping, and enough personality to make your server interesting.

An AI-app that allows you to upload a PDF and ask questions about it. It uses OpenAI's LLMs to generate a response.

Subscription window keeper that keeps AI coding plan windows active, locally or via a remote server.

A transparent same-protocol LLM proxy that routes cheap tasks to Flash and hard ones to Pro by structural signals — no keyword guessing.

Legal Intelligence Terminal — Hybrid RAG for UAE & Indian Law, Taxation & Compliance. Built by Evolucent AI, engineered by Eulogik.

Video Memory CLI: index once, search/ask forever (dense captions + transcripts + timestamps). Built for agents.

Financial Q&A for Indian equities. Deterministic ratio engine + RAG-powered LLM for NSE/BSE companies. CLI, API, dashboard.

Evidence-first product teardown skill for any AI product: journeys, agents, models, tools, context, knowledge, evaluation, safety, and architecture.

Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.

Memory infrastructure for AI agents: store, recall by meaning or association, ingest documents, and track beliefs in one Python library.

A framework for Forward Deployed Engineers: from problem statement to a deployable AI project — every decision traced to a fact, every fact to a source.

Lightweight local memory for agents — every dedup, update, and rerank decision inspectable and tunable. 3 dedup detectors × 4 update resolvers × 3 rerank modes · 60+ parameters · 6 prompts replaceable

Build provenance-aware higher-order knowledge graphs and native hypergraphs from documents, with validation, semantic search, and offline visualization.

A reproducible, evaluated, secured, observable, and deployable Agentic Retrieval-Augmented Generation (RAG) platform for continuously changing organizational knowledge.

短视频解析 · AI 剧本复刻 · 一键成片 | LangGraph 多 Agent 流水线

Stateful workflow checkpoint manager calculating state hashes and rollback points

Sentence-level RAG factual grounding and hallucination detection engine

Long-horizon conversational memory compaction & episodic anchor extractor (Mem0 / LangMem)

Free, open-source toolkit (Anthropic Agent Skill) for cancer patients, their caregivers, and anyone organizing treatment — runs the operational side around the doctors: documents, consultations, next steps, second opinions, cross-border care. Not an AI doctor.

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

Multi-tenant security isolation guard enforcing memory boundary compartmentalization

Autonomous web browser action planner mapping goals into resilient selector action sequences

Speculative decoding draft-model verification engine calculating acceptance probabilities

Customer review aspect-level sentiment mining engine extracting satisfaction radar breakdown

Cross-border Geo-IP currency converter & dynamic VAT/tax nexus calculator (Stripe Tax)

Acoustic vocal emotion, prosodic valence, and customer frustration analyzer

The governed context layer for production AI agents.

Multimodal visual spec grounding engine calculating physical dimensions and DoF

Autonomous refund and dispute arbitration engine validating carrier proofs and policies

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Heterogeneous search synthesis to interactive comparison layout (Genspark Sparkpages)

Autonomous multi-agent orchestration engine implementing the blackboard architectural pattern in Python & Redis.

Code for "When Agents Slow Down: Understanding LLM Agents' Test-Time Strategies via Elo-per-token Analysis" (arXiv:2609.15309) — paper: https://arxiv.org/abs/2609.15309

An open-source framework for building stateful, multi-agent AI applications. It helps developers create reliable AI workflows with memory, human-in-the-loop capabilities, tool calling, and long-running agent orchestration.

Hierarchical Multi-Agent Framework (LangGraph, CrewAI) with 5-tier memory & Redis semantic caching cutting token costs up to 80%

Self-hostable multi-agent AI workbench — LangGraph-orchestrated expert teams, human-in-the-loop plan approval, live run timeline. FastAPI + React + PostgreSQL.

Dual-harness Kimi K3 collaboration for Codex: native subagents plus observable Kimi Code sessions.

Autonomous hierarchical multi-agent team (CEO -> Manager -> Workers) for Model Context Protocol (MCP). Mix Claude Code, Antigravity, Codex & Direct API with persistent SQLite queues and a real-time web UI.

Multi-agent orchestration setup for OpenAI Codex: a root orchestrator with scout, builder, verifier, scholar and critic subagents. Pro, Plus and Lite plans.

Enforceable, provider-neutral harness for multi-agent AI coding: spec-driven workflow, cross-provider peer review, and safety rails. First-class for Claude Code and Pi; advisory adapters for Cursor, Codex, Copilot, Windsurf, and Aider.

Self-Consistency majority voting engine aggregating multiple stochastic reasoning paths to extract high-confidence consensus solutions.

Production-grade genpark-hnsw-hierarchical-navigable-small-world-skill skill for AI agents

First-Order Logic (FOL) resolution refutation automated theorem prover deriving empty clause contradictions for unsatisfiability proofs.

Cont-Kukanov-Stoikov Order Flow Imbalance (OFI) predictor forecasting short-term price movements via quote level depth dynamics.

Production-grade genpark-neighbor-joining-phylogenetic-tree-skill skill for AI agents

Signal double ratchet state machine advancing symmetric KDF chains and ephemeral Diffie-Hellman keys for forward secrecy.

Robinson's first-order term unification algorithm with occurs-check for automated theorem proving, Prolog engines, and type inference.

Production-grade genpark-lmax-disruptor-ring-buffer-skill skill for AI agents

Production-grade genpark-lmax-disruptor-ring-buffer-skill skill for AI agents

Production-grade genpark-chaitin-briggs-graph-coloring-allocator-skill skill for AI agents

FRI (Fast Reed-Solomon Interactive Oracle Proof of Proximity) folding engine verifying polynomial low-degree bounds for STARKs.

Dynamic Octree 3D hierarchical spatial indexer supporting logarithmic range queries, collision volume culling, and point neighbor queries.

Stoer-Wagner algorithm finding the global minimum cut in an undirected weighted graph without designating source and sink nodes in O(V^3).

Lookahead optimizer wrapper stabilizing optimization trajectories by interpolating fast and slow weights every k steps.

Gale-Shapley deferred acceptance algorithm engine solving stable matching problems with Pareto-optimal proposer guarantees.

Smith-Waterman dynamic programming algorithm finding exact optimal local alignment motifs, homologous domains, and substrings across DNA and protein sequences.

ZooKeeper Atomic Broadcast (Zab) Fast Leader Election protocol resolving epochs, ZXID transaction counters, and majority quorum vote updates.

Exact Variable Elimination inference engine for discrete Bayesian Networks computing conditional posteriors and marginal probability distributions.

Hindley-Milner Algorithm W type inference engine implementing Robinson first-order syntactic unification and principal polymorphic type reconstruction.

Multi-Version Concurrency Control (MVCC) engine guaranteeing non-blocking repeatable reads, snapshot isolation, and version chain garbage collection.

Conflict-Driven Clause Learning (CDCL) 2-Watched Literals (2WL) clause indexer accelerating Boolean constraint propagation.

Mel-scale triangular filterbank spectral analyzer mapping linear frequency spectra to perceptual log-mel energies for speech AI.

Production-grade genpark-geohash-spatial-quadtree-encoder-skill skill for AI agents

Production-grade genpark-cbor-concise-binary-object-representation-skill skill for AI agents

Linear Temporal Logic (LTL) trace validator supporting Globally (G), Finally (F), Next (X), and Until (U) operators.

Poseidon arithmetic hash function optimized for zero-knowledge circuits using MDS mixing matrix and prime field S-boxes.

Shamir (k, n) threshold secret sharing scheme with polynomial interpolation and cryptographic threshold reconstruction.

Reflexion metacognitive actor-evaluator agent maintaining verbal reinforcement reflection memory for iterative self-correction across trials.

Anti-entropy Merkle tree range reconciliation protocol for fast replica divergence detection and state synchronization.

MuSig2 multi-signature and threshold Schnorr aggregation protocol for compact collective authorization proofs.

Production-grade genpark-chase-lev-work-stealing-deque-skill skill for AI agents

Production-grade genpark-raft-state-machine-replication-skill skill for AI agents

Production-grade genpark-tdigest-streaming-quantile-sketch-skill skill for AI agents

Production-grade genpark-michael-scott-lockfree-queue-skill skill for AI agents

Production-grade genpark-hamming-7-4-syndrome-decoder-skill skill for AI agents

Chaitin-Briggs graph coloring register allocator featuring Kempe heuristics, interference graph simplification, and optimistic spill recovery.

Bulletproofs Inner Product Argument (IPA) recursive halving reduction proving inner product satisfiability without trusted setup.

Online Softmax Tiling FlashAttention kernel executing bounded SRAM query/key/value block updates with running max and sum rescaling for O(1) memory footprint.

Strict Two-Phase Locking (SS2PL) concurrency control with Wound-Wait timestamp-based deadlock prevention algorithm.

Flajolet-Martin (FM) distinct elements streaming sketch estimating unique cardinality from trailing zero bit patterns with logarithmic memory.

Production-grade genpark-dpdk-zero-copy-packet-ring-buffer-skill skill for AI agents

Production-grade genpark-michael-scott-lockfree-queue-skill skill for AI agents

Polynomial and Vector Commitment simulation framework proving evaluation correctness f(z)=y without revealing the entire vector payload.

Operating system two-handed clock virtual memory page replacement algorithm with reference bit clearance and proactive page aging.

Ultra-low-latency Price-Time Priority Level-3 (L3) Limit Order Book (LOB) matching engine with continuous price queues and fills.

55 production-grade Google Cloud data engineering projects in Python — BigQuery, Dataflow/Apache Beam, Composer/Airflow, Pub/Sub, Dataproc, Vertex AI, Gemini, RAG, MCP. Live-tested on GCP.

LlamaIndex reranker + router powered by TypeSafe Jev - typed scores/choices, cheaper than LLM-as-judge.

A domain-specific OFFLINE RAG system for intelligence analysis, built to retrieve and rank terrorism incident data from the Global Terrorism Database. Uses hybrid semantic + keyword retrieval, metadata scoring, and attack-type reranking, achieving 95.2% Precision@5 on evaluation queries.

Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review — one command to deploy.

Agentic RAG demo for public patent text (Streamlit + hybrid retrieval + verification)

Open infrastructure for AI agents — identity, storage, and more. Self-hostable microservice suite. / 面向 AI Agent 的开放基础设施——身份、存储及更多能力。可完整自托管的微服务套件。

A voice assistant that can recognize and respond to user’s voice commands using Porcupine, Whisper, pyttsx4, OpenAI GPT, and LangChain.

🌟 Mindstride is a RAG-based chat assistant designed to support mental health, personal growth, and self-improvement. This project leverages advanced AI technologies to provide a personalized and insightful experience, drawing from the wisdom of over 70 books on mental well-being, personal development, and self-discovery.

Audio enabled end-to-end RAG pipeline

pyWhat LLM version | Answer "What is it?" on the command line with the power of large language models

📝 Streamlit App : Weekly News Letter Crew AI Agents 🖋️

An agent-optimization framework ✨

Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from

a startup but not simple agent demo using google adk.