Python · MIT
oxbshw/LLM-Agents-Ecosystem-Handbook
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
★ 558
Stars
93 forks · 5 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
18.0
Momentum / 100
see the breakdown below
14mo ago
Created
last push 4mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 3.6 | last week ran 1.24× the monthly pace |
| Freshness | 15 | 4.3 | last push 4mo ago; decays to zero at 180 days |
| Scale | 15 | 8.0 | 558 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 18.0 | sum of the above |
Detail
| Topics | aiai-agentai-agentsfine-tuningfinetuning-llmsfreameworkllmllmopslocal-developmentmcp-servermemoryragrag-chatbotvoice-agent |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +6 stars over 26 days = 0.2/day |
| Lifetime average | 1.32 stars/day over 423 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |