--- id: "/context-engineering/advanced/page/2/" title: "Context Engineering for advanced learners · page 2" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/context-engineering/advanced/page/2/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Context Engineering for advanced learners [Beginner](/context-engineering/beginner/index.md) [Intermediate](/context-engineering/intermediate/index.md) [Advanced](/context-engineering/advanced/index.md) [Expert](/context-engineering/expert/index.md) 49 resources · page 2 of 2 - ### [Ai2 model cards and datasets](/context-engineering/retrieval-and-rag/ai2-model-cards-and-datasets/index.md) Creator not supplied; see original source. Ai2's Hugging Face organisation page listing its model checkpoints, model cards and datasets, including OLMo. Advanced · unknown · unknown resource · en - ### [Alibi Detect](/context-engineering/retrieval-and-rag/alibi-detect/index.md) Creator not supplied; see original source. Alibi Detect documentation: Python library for outlier, adversarial and data-drift detection in ML systems. Advanced · unknown · unknown resource · en - ### [Effective harnesses for long-running agents](/context-engineering/loop-engineering/anthropic-effective-harnesses-long-running-agents/index.md) by [Anthropic](https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agents) Harness design for agents that work across many context windows. Advanced · West · closed resource · en - ### [Context Rot: How Increasing Input Tokens Impacts LLM Performance](/context-engineering/context-management/chroma-context-rot/index.md) by [Chroma](https://www.trychroma.com/research/context-rot) Measures how output quality drops as input length grows. Advanced · West · closed resource · en - ### [Cleanlab documentation](/context-engineering/retrieval-and-rag/cleanlab-documentation/index.md) Creator not supplied; see original source. Cleanlab documentation: open-source library for finding label errors and data issues in ML datasets. Advanced · unknown · unknown resource · en - ### [Datasheets for Datasets](/context-engineering/retrieval-and-rag/datasheets-for-datasets/index.md) Creator not supplied; see original source. Microsoft Research page for Datasheets for Datasets, proposing standard documentation for ML datasets. Advanced · unknown · unknown resource · en - ### [LanceDB documentation](/context-engineering/retrieval-and-rag/lancedb-documentation/index.md) Creator not supplied; see original source. LanceDB documentation: multimodal lakehouse and vector database for AI data, with versioned tables and retrieval. Advanced · unknown · unknown resource · en - ### [LLM-jp corpora (GitLab)](/context-engineering/retrieval-and-rag/llm-jp-corpora-gitlab/index.md) Creator not supplied; see original source. LLM-jp datasets on the NII GitLab: open Japanese pretraining corpora. Advanced · unknown · unknown resource · ja - ### [A Survey of Context Engineering for LLMs (arXiv 2507.13334)](/context-engineering/context-management/mei-et-al-a-survey-of-context-engineering-for-llms/index.md) by [Mei et al. (Chinese Academy of Sciences et al.)](https://arxiv.org/abs/2507.13334) A research map of retrieval, context processing and memory systems. Advanced · CN · closed resource · en - ### [NeurIPS paper checklist](/context-engineering/retrieval-and-rag/neurips-paper-checklist/index.md) Creator not supplied; see original source. NeurIPS paper checklist covering assumptions, limitations, experimental details, reproducibility and broader impacts. Advanced · unknown · unknown resource · en - ### [RAG Techniques](/context-engineering/retrieval-and-rag/nirdiamant-rag-techniques/index.md) by [Nir Diamant and contributors](https://github.com/NirDiamant/RAG_Techniques) Compare retrieval designs through code-oriented examples. Advanced · other · closed resource · en - ### [Qdrant documentation](/context-engineering/retrieval-and-rag/qdrant-documentation/index.md) Creator not supplied; see original source. Qdrant documentation: vector search engine with quickstarts, filtering, hybrid search and deployment guides. Advanced · unknown · unknown resource · en - ### [Retrieval-Augmented Generation](/context-engineering/retrieval-and-rag/retrieval-augmented-generation/index.md) Creator not supplied; see original source. arXiv paper (2020) "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks", introducing retrieval-augmented generation (RAG). Advanced · unknown · unknown resource · en - ### [RL environments for LLM agents: Design, rewards, and validation (Snorkel)](/context-engineering/retrieval-and-rag/snorkel-rl-environments-for-llm-agents-design-rewards-validation/index.md) Creator not supplied; see original source. Snorkel AI post on designing RL environments for LLM agents: state, actions, rewards and validation. Advanced · unknown · unknown resource · en - ### [Partial Credit in RL: When It Opposes Completion (Snorkel)](/context-engineering/retrieval-and-rag/snorkel-when-partial-credit-opposes-completion/index.md) Creator not supplied; see original source. Snorkel AI post on how partial-credit rewards in reinforcement learning can work against task completion. Advanced · unknown · unknown resource · en - ### [Training Compute-Optimal Large Language Models](/context-engineering/retrieval-and-rag/training-compute-optimal-large-language-models/index.md) Creator not supplied; see original source. arXiv paper (2022) "Training Compute-Optimal Large Language Models", describing Chinchilla and compute-optimal model size versus training tokens. Advanced · unknown · unknown resource · en - ### [Weaviate documentation](/context-engineering/retrieval-and-rag/weaviate-documentation/index.md) Creator not supplied; see original source. Weaviate documentation: open-source vector database with guides on indexing, search and RAG pipelines. Advanced · unknown · unknown resource · en [Previous page](/context-engineering/advanced/index.md) [Plain-text Markdown copy](/context-engineering/advanced/page/2/index.md)