Building Real-Time Voice & Video Agents with Gemini 2.0 Multimodal Live API
A complete technical implementation guide for streaming audio PCM and camera frames over WebSockets to Google Gemini 2.0 Flash with sub-300ms latency and function calling.
Curated tutorials, system prompts, and tools focused on PRODUCTIVITY.
A complete technical implementation guide for streaming audio PCM and camera frames over WebSockets to Google Gemini 2.0 Flash with sub-300ms latency and function calling.
Architectural blueprint for running self-hosted DeepSeek R1 across NVIDIA H100 nodes: tensor parallelism, KV cache memory calculations, and production Kubernetes manifests.
Eliminate schema drift and cut token overhead by 75% using constrained grammar decoding, strict JSON schema compilation, and prefix caching.
A complete production implementation blueprint for leveraging Claude 3.7 Sonnet's hybrid reasoning modes, granular token budget controls, and 90% ephemeral prompt caching savings.
Empirical code generation throughput, memory footprint, and token pricing comparison between self-hosted DeepSeek R1 671B and OpenAI o3-mini reasoning APIs.
Eliminate context window bloat and reduce vector search latency by 65% using domain-specialized retriever sub-agents and deterministic reranking.
Engineered system prompt that forces LLMs to generate 100% syntactically valid JSON matching strict Zod schemas without markdown fluff or preambles.
Transform complex engineering updates into clear SaaS launch announcements.