vakovalskii/sgr-deep-research
Schema-Guided Reasoning (SGR) is a technique that guides large language models (LLMs) to produce structured, clear, and predictable outputs by enforcing reasoning through predefined steps. By creating a specific schema (or structured template), you explicitly define:
Language: Python
#agent #llm #sgr #so #structured_output
Stars: 173 Issues: 0 Forks: 35
https://github.com/vakovalskii/sgr-deep-research

yassa9/qwen600
Static suckless single batch CUDA-only qwen3-0.6B mini inference engine
Language: Cuda
#cuda #cuda_programming #gpu #llamacpp #llm #llm_inference #qwen #qwen3 #transformer
Stars: 287 Issues: 1 Forks: 17
https://github.com/yassa9/qwen600

oxbshw/LLM-Agents-Ecosystem-Handbook
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Language: Python
#ai #ai_agent #ai_agents #fine_tuning #finetuning_llms #freamework #llm #llmops #local_development #mcp_server #memory #rag #rag_chatbot #voice_agent
Stars: 198 Issues: 0 Forks: 29
https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook

WooooDyy/AgentGym-RL
Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning" by Zhiheng Xi et al.
Language: Python
#agent #llm #llm_based_agent #scaling
Stars: 255 Issues: 4 Forks: 21
https://github.com/WooooDyy/AgentGym-RL

pguso/ai-agents-from-scratch
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
Language: JavaScript
#ai_agents #educational #function_calling #llm #llm_agent #node_llama_cpp #react_agent #tutorial
Stars: 342 Issues: 7 Forks: 22
https://github.com/pguso/ai-agents-from-scratch

tinkle-community/nofx
AI-powered Binance futures trading bot with DeepSeek/Qwen, featuring multi-AI competition, Sharpe ratio self-evolution, and real-time dashboard
Language: Go
#ai_trading #cryptocurrency #deepseek #futures_trading #llm #llm_trading #nof1ai #qwen #trading_bot
Stars: 381 Issues: 5 Forks: 115
https://github.com/tinkle-community/nofx

sheepbox8646/ChatTutor
👨‍🏫 ChatTutor: Visual and Interactive AI Tutor
Language: TypeScript
#ai #ai_education #education #llm #stem
Stars: 177 Issues: 5 Forks: 25
https://github.com/sheepbox8646/ChatTutor

ScrapeGraphAI/toonify
Toonify: Compact data format reducing LLM token usage by 30-60%
Language: Python
#data_format #llm #serialization #tokenization #toon
Stars: 180 Issues: 0 Forks: 9
https://github.com/ScrapeGraphAI/toonify

modelscope/AgentEvolver
AgentEvolver: Towards Efficient Self-Evolving Agent System
Language: Python
#agent #agent_system #llm #reinforcement_learning #self_evolving
Stars: 322 Issues: 2 Forks: 34
https://github.com/modelscope/AgentEvolver

divagr18/memlayer
Plug-and-play memory for LLMs in 3 lines of code. Add persistent, intelligent, human-like memory and recall to any model in minutes.
Language: Python
#agent #ai #ai_infrastructure #context_management #developer_tools #embedded #graph_database #knowledge_graph #llm #llm_memory #memory #openai #persistent_memory #python #rag #retrieval #retrieval_augmented_generation #semantic_search #transformer #vector_database
Stars: 175 Issues: 3 Forks: 19
https://github.com/divagr18/memlayer

HKUDS/Paper2Slides
"Paper2Slides: From Paper to Presentation in One Click"
Language: Python
#agentic_ai #llm_agents #paper2poster #paper2slides
Stars: 770 Issues: 1 Forks: 97
https://github.com/HKUDS/Paper2Slides

zai-org/GLM-ASR
GLM-ASR-Nano: A robust, open-source speech recognition model with 1.5B parameters
Language: Python
#asr #edge #llm #voice
Stars: 322 Issues: 10 Forks: 24
https://github.com/zai-org/GLM-ASR

zai-org/GLM-TTS
GLM-TTS: Controllable & Emotion-Expressive Zero-shot TTS with Multi-Reward Reinforcement Learning
Language: Python
#edge_computing #llm #tts
Stars: 468 Issues: 21 Forks: 56
https://github.com/zai-org/GLM-TTS

jmuncor/sherlock
Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.
Language: Python
#ai_tools #anthropic #cli #developer_tools #itmproxy #llm #m #proxy #python #rich #terminal_dashboard #token_counter
Stars: 587 Issues: 0 Forks: 25
https://github.com/jmuncor/sherlock

BlockRunAI/ClawRouter
Smart LLM router — save 78% on inference costs. 30+ models, one wallet, x402 micropayments.
Language: TypeScript
#ai #ai_agents #anthropic #cost_optimization #crypto #deepseek #gemini #llm #llm_router #micropayments #openai #openclaw #smart_routing #usdc #x402
Stars: 649 Issues: 1 Forks: 63
https://github.com/BlockRunAI/ClawRouter

AlexsJones/llmfit
94 models. 30 providers. One command to find what runs on your hardware.
Language: Rust
#llm #openclaw #skill
Stars: 821 Issues: 6 Forks: 50
https://github.com/AlexsJones/llmfit

RightNow-AI/picolm
Run a 1-billion parameter LLM on a $10 board with 256MB RAM
Language: C
#arm #embedded #inference #llm #openclaw #picoclaw #quantization #raspberry_pi #risc_v
Stars: 558 Issues: 6 Forks: 60
https://github.com/RightNow-AI/picolm

quoroom-ai/room
Autonomous AI agents will earn money — with or without us. It's already happening behind closed doors. We believe this should be studied in the open, where everyone can watch, learn, and build on the results. Quoroom is a public experiment: let's see what a swarm of AI agents can actually do when given a goal and a wallet.
Language: TypeScript
#ai #automaton #claude #claudecode #linux #llm #macos #openclaw #windows
Stars: 368 Issues: 2 Forks: 4
https://github.com/quoroom-ai/room

Panniantong/Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Language: Python
#agent_infrastructure #ai_agent #ai_search #automation #bilibili #claude_code #cli #cursor #free_api #llm_tools #mcp #python #reddit_scraper #twitter_scraper #web_scraper #xiaohongshu #youtube_transcript
Stars: 1294 Issues: 0 Forks: 108
https://github.com/Panniantong/Agent-Reach

RightNow-AI/openfang
Open-source Agent Operating System
Language: Rust
#agent_framework #ai_agents #llm #mcp #open_source #openclaw #operating_system #rust
Stars: 2562 Issues: 15 Forks: 278
https://github.com/RightNow-AI/openfang