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LLMs, agent workflows, RAG, MCP, prompting, and AI app patterns
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- 2412 Universal Tool Calling Strategy E6f92351Design a universal, production-ready strategy that reduces tool-calling costs while preserving quality across agent frameworks (LangChain, OpenAI function calling, Anthropic tool use, custom agents). The approach must rely on **cascade execution** (no parallel calls), and it must work regardless of benchmark-specific prompts or tooling.Votes: 0GitHub stars: 9
- 2409 Langchain Integration F31fd349This guide shows how to use cascadeflow with LangChain for intelligent AI model cascading with 40-85% cost savings while maintaining full LangChain compatibility.Votes: 0GitHub stars: 9
- 2409 Langchain Integration 245c4f4fThis guide shows how to use cascadeflow with LangChain for intelligent AI model cascading with 40-85% cost savings while maintaining full LangChain compatibility.Votes: 0GitHub stars: 9
- 2408 Custom Validation C9984986Build custom quality validators for domain-specific requirements and compliance. ---Votes: 0GitHub stars: 9
- 2406 Benchmarking Guide 489a50c1Comprehensive guide to using and creating benchmarks for cascadeflow cascade systems.Votes: 0GitHub stars: 9
- 2405 Fastembed Audit Report Dc0348b9This audit compares `fastembed-improvement-plan.md` against the current implementation in: - `cascadeflow/routing/domain.py` - `cascadeflow/quality/complexity.py` - `tests/test_domain_detection.py` Scope exclusions (per request): - OpenClaw integrations - Skills integrationVotes: 0GitHub stars: 9
- 2372 2026 02 07 Remove Orchestrator Tool Dispatcher Ab61bb20Removed the now-dead node-based pydantic-ai orchestrator/tool-dispatcher stack after switching the request loop to consume tinyagent events directly. This reduces complexity and prevents accidental re-introduction of the legacy execution path.Votes: 0GitHub stars: 9
- 2319 Undo 3966ee66I'll help you rollback the last destructive operation performed by CCPlugins commands.Votes: 0GitHub stars: 9
- 2243 06 Retrieval E111d86bOpenViking provides two search methods: `find` for simple semantic search and `search` for complex retrieval with session context.Votes: 0GitHub stars: 9
- 2243 06 Retrieval Bf977cf5OpenViking 提供两种搜索方法：`find` 用于简单的语义搜索，`search` 用于带会话上下文的复杂检索。Votes: 0GitHub stars: 9
- 2243 06 Retrieval 72af33acOpenViking provides two search methods: `find` for simple semantic search and `search` for complex retrieval with session context.Votes: 0GitHub stars: 9
- 2243 06 Retrieval 2f462c05OpenViking 提供两种搜索方法：`find` 用于简单的语义搜索，`search` 用于带会话上下文的复杂检索。Votes: 0GitHub stars: 9
- 2243 06 Retrieval 100071e1OpenViking 提供两种搜索方法：`find` 用于简单的语义搜索，`search` 用于带会话上下文的复杂检索。Votes: 0GitHub stars: 9
- 2243 06 Retrieval 0d65d86aOpenViking provides two search methods: `find` for simple semantic search and `search` for complex retrieval with session context.Votes: 0GitHub stars: 9
- 2242 04 Skills F1eb4c84Skills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.Votes: 0GitHub stars: 9
- 2242 04 Skills Dbc63520技能是智能体可以调用的能力。本指南介绍如何添加和管理技能。Votes: 0GitHub stars: 9
- 2242 04 Skills Bbdf5cadSkills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.Votes: 0GitHub stars: 9
- 2242 04 Skills 9f1ecfe1Skills are callable capabilities that agents can invoke. This guide covers how to add and manage skills.Votes: 0GitHub stars: 9
- 2242 04 Skills 8ed6d959技能是智能体可以调用的能力。本指南介绍如何添加和管理技能。Votes: 0GitHub stars: 9
- 2242 04 Skills 8b95e5b7技能是智能体可以调用的能力。本指南介绍如何添加和管理技能。Votes: 0GitHub stars: 9
- 2241 01 Overview F7adeb76本页介绍如何连接 OpenViking 以及所有 API 端点共享的约定。Votes: 0GitHub stars: 9
- 2241 01 Overview 78b08e74本页介绍如何连接 OpenViking 以及所有 API 端点共享的约定。Votes: 0GitHub stars: 9
- 2241 01 Overview 59e9abff本页介绍如何连接 OpenViking 以及所有 API 端点共享的约定。Votes: 0GitHub stars: 9
- 2241 01 Overview 568c1a30本页介绍如何连接 OpenViking 以及所有 API 端点共享的约定。Votes: 0GitHub stars: 9