Merge changes into draft

curl --location 'https://staging-api.formi.co.in/v2/agents/84/config/model' \
--header 'token: <api-key>' \
--header 'Content-Type: application/json' \
--data '{
        "LLM": {
            "conversation_llm": {
                "provider": "google",
                "model_name": "gemini-3.1-flash-lite",
                "params": {
                    
                    "streaming": true,
                    "temperature": 0.4
                }
            },
            "transition_llm": {
                "provider": "google",
                "model_name": "gemini-3.1-flash-lite",
                "params": { 
                    "temperature": 0.1
                }
            }
        },
        "TTS": {
            "tts_model": {
                "provider": "elevenlabs",
                "model_name": "eleven_turbo_v2_5",
                "params": {
                    "speed": 1,
                    "style": 0,
                    "api_key": "sk_b2c8fd4a7bdf2a94b8c6ccc711b5809bf6b85e7ee34a8e2b_residency_in",
                    "voice_id": "FQi24rn4EfoHtIqB5BT6",
                    "stability": 0.7,
                    "streaming": true,
                    "similarity_boost": 0.5,
                    "use_speaker_boost": true
                }
            },
            "enhance_pronunciation": true
        },
        "STT": {
            "stt_provider": "deepgram",
            "params": {
                "model": "nova-3",
                "language_code": "hi"
            },
            "gibberish_detection": true,
            "threshold": 0.5,
            "ignore_interruption_loop_words": {
                "words_list": [
                    "okay",
                    "yeah",
                    "yes",
                    "hello hello",
                    "hello",
                    "hello",
                    "hmm",
                    "ok",
                    "hi",
                    "ji",
                    "hi",
                    "yes",
                    "haa",
                    "yes yes",
                    "ok ok",
                    "yes sir",
                    "yes ma'\''am",
                    "thank you",
                    "yeah",
                    "ok sir",
                    "ok ma'\''am",
                    "yeah yeah",
                    "haan",
                    "हां",
                    "जी",
                    "हां जी",
                    "हां हां",
                    "जी जी",
                    "बोलिए",
                    "ठीक है",
                    "जी sir",
                    "जी ma'\''am",
                    "हां बोलिए",
                    "जी जी जी",
                    "हाँ",
                    "ठीक है",
                    "जी",
                    "बोलिये",
                    "क्यों call किया"
                ],
                "max_turns": -1
            }
        },
        "state_machine_runtime": {
            "state_prompt_feeding_enabled": true,
            "state_transition_enabled": false
        },
        "language_profile": {},
        "resolved_language_config": null,
        "voice_runtime": null,
        "campaign_language_context": null,
        "language_resolution_status": null,
        "welcome_message": "Hello Rahul ji, this is Simran calling on behalf of Generali Central Life Insurance. क्या अभी बात करने का सही समय है?",
        "allowed_languages": [
            "hi",
            "en"
        ],
        "language_adapter": {
            "enabled": true,
            "fallback": false,
            "logs": "",
            "w_previous_input": 0.6,
            "w_current_input": 0.4
        },
        "allow_incoming_interactions": true,
        "allow_context_transfer_to_incoming_interactions": true,
        "VAD": {
            "vad_probability_threshold": 0.94,
            "high_probability_window_size": 0.16,
            "high_noise_detector_threshold": 0.3
        },
        "background_noise_classification": {
            "enabled": false,
            "model_name": "MIT/ast-finetuned-audioset-10-10-0.4593",
            "chunk_seconds": 5.0,
            "trigger_seconds": 4.0,
            "concurrent_times": 2,
            "max_markers_per_type": 3,
            "cooldown_seconds": 20.0,
            "top_k": 10,
            "min_noise_score": 0.09,
            "speech_noise_score_gap_threshold": 1.0,
            "queue_maxsize": 64,
            "llm_context_enabled": true,
            "direct_message_enabled": true,
            "suppress_llm_marker_turns": true,
            "default_message": "I can hear background noise. Could you please move to a quieter place or speak a little louder?",
            "message_delivery": "llm_marker",
            "context_expiry_seconds": 30.0,
            "context_include_top_k": true,
            "context_max_top_k": 3
        },
        "backchanneling_filler_data": {
            "approval": [
                {
                    "filler": "ठीक है ",
                    "language": "hi",
                    "duration": 0.5
                },
                {
                    "filler": "बिल्कुल ",
                    "language": "hi",
                    "duration": 0.5
                },
                {
                    "filler": "हां जी ",
                    "language": "hi",
                    "duration": 0.5
                }
            ],
            "denial": [
                {
                    "filler": "ओह अच्छा",
                    "language": "hi",
                    "duration": 0.5
                },
                {
                    "filler": "Okay.",
                    "language": "hi",
                    "duration": 0.5
                }
            ],
            "informing": [
                {
                    "filler": "जी समझी",
                    "language": "hi",
                    "duration": 0.5
                },
                {
                    "filler": "Hmm, अच्छा, समझ गई",
                    "language": "hi",
                    "duration": 0.5
                }
            ],
            "asking": [
                {
                    "filler": "अच्छा",
                    "language": "hi",
                    "duration": 0.5
                }
            ],
            "others": [
                {
                    "filler": "Hmmm",
                    "language": "hi",
                    "duration": 0.5
                },
                {
                    "filler": "जी",
                    "language": "hi",
                    "duration": 0.5
                }
            ]
        },
        "max_backchannel_fillers_per_turn": 1,
        "backchanneling_wait_time": 2.0,
        "audio_denoise_config": {
            "denoise_enabled": true,
            "speech_enhancement_enabled": true,
            "params": {
                "denoiser_backend": "rnnoise",
                "attenuation_limit": 6.0,
                "mix_ratio": 0.85,
                "processing_ratio": 0.3
            }
        },
        "z_factor_window_selector": 1.96,
        "enterprise_rag": {
            "enabled": false,
            "mode": "off",
            "enterprise_id": null,
            "kb_version": null,
            "source_format": "markdown",
            "compiled_store": "postgres",
            "top_k": 5,
            "max_context_tokens": 1400,
            "timeout_ms": 1000,
            "skip_generic_turns": true,
            "no_match_guardrail": true,
            "slow_filler_enabled": true,
            "slow_filler_after_ms": 700,
            "slow_filler_repeat_ms": 0,
            "slow_filler_text": "Give me a second, I will get that information for you.",
            "include_families": [
                "objection_handling",
                "faq",
                "branch_location",
                "prompt_rule"
            ]
        },
        "suppress_inbound_to_stt_while_agent_speaking": false,
        "multi_speaker": {
            "multi_speaker_detection_enabled": false,
            "detector_backend": "energy_cv",
            "pyannote_pipeline_id": "pyannote/speaker-diarization-3.1",
            "pyannote_auth_token_env": "HUGGINGFACE_TOKEN",
            "min_distinct_speakers": 2,
            "sustain_duration_sec": 2.0,
            "cooldown_sec": 30.0,
            "energy_cv_threshold": 0.6,
            "secondary_attenuation_factor": 0.0,
            "source_separation_enabled": false,
            "ring_buffer_seconds": 2.0,
            "analyze_interval_sec": 0.5,
            "min_analysis_seconds": 0.5,
            "speaker_profile_enabled": false,
            "speaker_similarity_threshold": 0.75,
            "speaker_profile_ema_alpha": 0.3,
            "speaker_profile_min_enrollment_seconds": 1.0,
            "speaker_profile_min_compare_seconds": 0.8,
            "speaker_profile_enroll_rms_min": 0.1,
            "speaker_profile_enroll_rms_max": 0.25,
            "speaker_profile_enroll_confidence_min": 0.8,
            "inform_prompt_text": "It seems like more than one person is speaking. Could you please move to a quieter place and repeat what you just said?"
        }
    }'