Hacker House Goa · Voice & Knowledge Retrieval

The intelligence layer for Hacker House Goa.

Ask in any Indian voice or text. Get real-time verified answers on schedule, bounties, rules, and multi-agent challenges.

Live Architecture & Ground Truth

hhgoa_pipeline.json

{
  "system": "Hacker House Goa 2026 Intelligence Engine",
  "pipeline": {
    "speech_to_text": {
      "model": "sarvam-ai/saaras:v3",
      "languages": ["hi-IN", "en-IN", "bn-IN", "ta-IN", "te-IN", "mr-IN", "gu-IN", "kn-IN", "ml-IN", "pa-IN", "od-IN"]
    },
    "retrieval_agent": {
      "framework": "LangChain 1.x CompiledStateGraph",
      "llm": "Mistral-Small-24B-Instruct",
      "vector_store": "ChromaDB (cosine similarity, threshold: 0.75)",
      "guardrails": ["prompt_injection", "out_of_domain", "grounding_check"]
    },
    "text_to_speech": {
      "model": "sarvam-ai/bulbul:v3",
      "codec": "wav/pcm",
      "latency_target": "<350ms"
    }
  }
}