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AI & LLM Engineering · LlamaIndex · For developers
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations. | mem0ai/ | 67k | 1 repo | ~2.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | Guide for upgrading Stripe API versions and SDKs. An agent skill from kanchengw/cnllm. | kanchengw/ | 173 | 3 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 3 | Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces. | Orchestra-Research/ | 13k | 5 repos | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 4 | Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +… | TencentCloudBase/ | 1.1k | 2 repos | ~2.9k | Automated safety check: Notes | MIT | yesterday |
| 5 | LlamaIndex 官方用户文档离线知识库,用于检索并回答 LlamaIndex Python 框架的安装、RAG、数据加载、索引、检索与查询、Agent、Workflow、模型、Embedding、向量库、评估、可观测性、部署、LlamaCloud 和 LlamaParse 等问题,也可生成有文档依据的示例代码与排障建议。当用户提到… | chujianyun/ | 742 | — | ~480 | Automated safety check: Pass | Unknown | 2 days ago |
| 6 | Sets up Arize Phoenix to trace, evaluate and monitor LLM applications, with instrumentation for OpenAI, LangChain and LlamaIndex and a self-hosted server. | Orchestra-Research/ | 13k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 7 | Generates text embeddings locally with the sentence-transformers library for RAG, semantic search, clustering and similarity, with model picks for general, multilingual and legal text. | Orchestra-Research/ | 13k | 2 repos | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Developer notes for working inside the Opik Python SDK: layered design, async versus blocking calls, integration styles, batching and dependency rules. | comet-ml/ | 22k | — | ~684 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | UiPath Coded Functions — deterministic Python or TypeScript/JavaScript units built with the uip function CLI (new -l py|ts|js, init, serve, run, pack, publish); the functions map in uipath.json… | UiPath/ | 167 | — | ~3.6k | Automated safety check: Notes | MIT | today |
| 10 | 10.Langfuse Expert in Langfuse - the open-source LLM observability platform. | davila7/ | 33k | 5 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 11 | 11.Langfuse Expert in Langfuse - the open-source LLM observability platform. | sickn33/ | 47k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | LLM and ML model deployment for inference. An agent skill from ancoleman/ai-design-components. | ancoleman/ | 525 | — | ~3.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 13 | Neutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?" Synthesizes the ecosystem sections of 7 landmark-project SOPs (LangGraph… | agentsope/ | 436 | — | ~5.8k | Automated safety check: Pass | MIT | 2 days ago |
| 14 | 14.RAG Skills RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. | llama-farm/ | 836 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 15 | Re-ingest-correctness SOP for production RAG. An agent skill from agentsope/SkillAlchemy. | agentsope/ | 436 | — | ~6.8k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | Operating-system distillation of LlamaIndex — the leading RAG / document-agent framework. | agentsope/ | 436 | — | ~6.4k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | Security-first SOP for multi-tenant RAG systems. An agent skill from agentsope/SkillAlchemy. | agentsope/ | 436 | — | ~9.8k | Automated safety check: Pass | MIT | 2 days ago |
| 18 | Lifecycle SOP for per-model prompt artifacts — the compiled prompts, instructions, few-shot demos, edit-format pins, and embedding-bound indices that change behavior when the underlying LM, dataset… | agentsope/ | 436 | — | ~8k | Automated safety check: Pass | MIT | 2 days ago |
| 19 | Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. | neo4j-contrib/ | 114 | — | ~5.4k | Automated safety check: Notes | MIT | 2 days ago |
| 20 | Decision protocol for the map-reduce / dynamic fan-out pattern in LM pipelines — "given list L, run f(item) for each item in parallel, then combine". | agentsope/ | 436 | — | ~8.1k | Automated safety check: Pass | MIT | 2 days ago |
| 21 | Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.22.0+). | neo4j-contrib/ | 114 | — | ~4.2k | Automated safety check: Notes | MIT | 2 days ago |
| 22 | Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. | neo4j-contrib/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 2 days ago |
| 23 | 23.Rags Use this repo skill for RAGs, a Streamlit app that builds configurable LlamaIndex RAG agents from natural-language setup, data sources, and model settings. | VectorSpaceLab/ | 331 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | 24.Llama Cpp Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems. | magnus919/ | 115 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 25 | 25.Llamaindex Build LLM applications with the LlamaIndex framework. An agent skill from magnus919/agent-skills. | magnus919/ | 115 | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 26 | Integrate applications with RouterBase, the OpenAI-compatible model gateway at https://routerbase.com/v1. | aiskillstore/ | 433 | — | ~964 | Automated safety check: Pass | No licence | yesterday |