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[Chuckles]\n\nPour l'instant, nous avons quelques données pour cette ville, mais pas assez pour te donner une moyenne fiable. Notre règle est de ne publier les moyennes communales qu'à partir de cinq boulangeries minimum.\n\nLe mieux, c'est de regarder la carte sur lebaguetteindex.fr, tu y verras toutes les boulangeries de Montceau-les-Mines avec leurs prix individuels.\n\nSi tu connais une...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 51, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.281501765944995 }, "convai_llm_service_ttfb": { "elapsed_time": 0.26174382597673684 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.9666623149532825 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1744707979960367 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.2696669888868928 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.48 }, "convai_turn_asr_latency": { "elapsed_time": 0.06175222899764776 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "TYQbYsBN7CJ3RA2r2Gyi", "vector_distance": 0.06956255435943604 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.0705764889717102 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "hvy0ceBcv1F8xEoWaCNw", "vector_distance": 0.07275855541229248 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "wWwHp92WVtPG5RVpWCtC", "vector_distance": 0.07341623306274414 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.07404863834381104 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07609701156616211 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.07625961303710938 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.07667732238769531 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "jSndLeHxI2QpS65gKOpV", "vector_distance": 0.07703542709350586 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.0774768590927124 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.07770240306854248 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.07840591669082642 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.0785287618637085 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.07956349849700928 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07960903644561768 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.07984215021133423 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "bPHqHtW5HbTL5idv8iWH", "vector_distance": 0.08008265495300293 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eAX5na0Aoz8V7wMBcSgH", "vector_distance": 0.08026313781738281 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.08037722110748291 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.08122265338897705 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quel est le prix des boulangeries à Montceau-les-Mines 71300 ?", "rag_latency_secs": 0.1531045880401507, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12140, "price": 0.0015782 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 145, "price": 0.000725 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12140, "price": 0.0015782 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 145, "price": 0.000725 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "Ah d'accord, Montceau-les-Mines, c'est noté. [Chuckles]\n\nPour l'instant, nous avons quelques données pour cette ville, mais pas assez pour te donner une moyenne fiable. Notre règle est de ne publier les moyennes communales qu'à partir de cinq boulangeries minimum.\n\nLe mieux, c'est de regarder la carte sur lebaguetteindex.fr, tu y verras toutes les boulangeries de Montceau-les-Mines avec leurs prix individuels.\n\nSi tu connais une boulangerie qui n'est pas sur la carte, n'hésite pas à nous la signaler par mail à lebaguetteindex point gmail point com.", "reasoning": [], "source_medium": null, "source_event_id": 319, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Il y a rien de marqué.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 72, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.05020757904276252 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 455, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": -0.4, "user_frustration_score": 0.4 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euh, oui, c'est possible. [Chuckles]\n\nEn fait, Montceau-les-Mines n'est pas encore couverte par notre enquête. Brigitte appelle plus de mille boulangeries par jour, mais elle n'a pas encore atteint cette ville.\n\nSi tu veux qu'on s'y intéresse, tu peux nous envoyer le nom et l'adresse d'une boulangerie locale à lebaguetteindex point gmail point com, et on s'en...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 73, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2755296559771523 }, "convai_llm_service_ttfb": { "elapsed_time": 0.25546629598829895 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.8625795269617811 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2073357270564884 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9839412580151111 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.05020757904276252 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "wWwHp92WVtPG5RVpWCtC", "vector_distance": 0.07003486156463623 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "TYQbYsBN7CJ3RA2r2Gyi", "vector_distance": 0.07183682918548584 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.07193195819854736 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "hvy0ceBcv1F8xEoWaCNw", "vector_distance": 0.07300209999084473 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.07312357425689697 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "jSndLeHxI2QpS65gKOpV", "vector_distance": 0.07406139373779297 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.0744982361793518 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.0753103494644165 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07792150974273682 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07873952388763428 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.07899248600006104 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.07919460535049438 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "Zc8cffP0Ixi3X8pncbQK", "vector_distance": 0.08011043071746826 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.08023196458816528 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.08028149604797363 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.08075904846191406 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.08109498023986816 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eAX5na0Aoz8V7wMBcSgH", "vector_distance": 0.0813668966293335 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "bPHqHtW5HbTL5idv8iWH", "vector_distance": 0.08216661214828491 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "WeDrk0v0zzxBIQvV7B3k", "vector_distance": 0.08220750093460083 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Je cherche le prix des boulangeries à Montceau-les-Mines, 71300.", "rag_latency_secs": 0.17789113707840443, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12338, "price": 0.00160394 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 125, "price": 0.000625 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12338, "price": 0.00160394 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 125, "price": 0.000625 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "Euh, oui, c'est possible. 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Je suis une IA, pas un farceur. Je suis là pour vous aider avec les prix de la baguette. 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Je suis bien une intelligence artificielle, la même qui appelle les boulangers pour le Baguette Index. Si vous avez d'autres questions sur les prix ou le projet, je suis là pour vous répondre.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 35, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.15236731502227485 }, "convai_llm_service_ttfb": { "elapsed_time": 0.12902291596401483 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.40879896795377135 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2018953540828079 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9214438020065427 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.021595470025204122 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.06439286470413208 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.06787353754043579 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.06840014457702637 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.06918752193450928 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.07108229398727417 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.07117289304733276 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07135272026062012 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "TYQbYsBN7CJ3RA2r2Gyi", "vector_distance": 0.07136034965515137 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.07148075103759766 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "2hIXTWwnoV4LIF0tLN65", "vector_distance": 0.07265007495880127 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "iFNDM6NWpDSky4hpqiyB", "vector_distance": 0.07268762588500977 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.07353866100311279 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07374894618988037 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.07408058643341064 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.07518595457077026 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eAX5na0Aoz8V7wMBcSgH", "vector_distance": 0.07548189163208008 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "Zc8cffP0Ixi3X8pncbQK", "vector_distance": 0.07798397541046143 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "X0YkOC17bSeVQ8wPbCN6", "vector_distance": 0.07814145088195801 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.07912623882293701 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "zhpY9UeIfj68uG9FtU0M", "vector_distance": 0.07954967021942139 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quel est le prix de la baguette à Chalon-sur-Saône 71 ?", "rag_latency_secs": 0.15475803590379655, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 11931, "price": 0.00155103 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 56, "price": 0.00028 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 11931, "price": 0.00155103 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 56, "price": 0.00028 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 222, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Euh, oui, j'ai une question. Ma femme me fait chier.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 48, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.056695657898671925 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 315, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": -0.3, "user_frustration_score": 0.2 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Clear Throat] Euuh... je suis désolée, mais je ne peux pas discuter de sujets personnels ou familiaux. Mon rôle est de vous aider avec le Baguette Index. Si vous avez des questions sur les prix de la baguette ou le projet, je suis là pour vous.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 50, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2452896930044517 }, "convai_llm_service_ttfb": { "elapsed_time": 0.22392480401322246 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.5387116749770939 }, "convai_tts_service_ttfb": { "elapsed_time": 0.17039760504849255 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9647827219963074 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.056695657898671925 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": 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Sur plus de mille boulangeries vérifiées, la corrélation entre le poids et le prix est quasi nulle. Trois centimes d'écart pour soixante grammes de différence, ce qui est insignifiant. Ce qui compte, c'est la main-d'œuvre et le savoir-faire, pas juste la farine.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 66, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2539799220394343 }, "convai_llm_service_ttfb": { "elapsed_time": 0.24364365299697965 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.6131396819837391 }, "convai_tts_service_ttfb": { "elapsed_time": 0.20037614402826875 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.042274268977344 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.042341998079791665 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": 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Si vous avez d'autres questions sur le Baguette Index, n'hésitez pas. Que la farine soit avec vous.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 84, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.25796509196516126 }, "convai_llm_service_ttfb": { "elapsed_time": 0.2523231019731611 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.39760966796893626 }, "convai_tts_service_ttfb": { "elapsed_time": 0.15640066599007696 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.8413963110325858 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.02223743894137442 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 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Le Baguette Index couvre 389 communes sur plus de soixante d\\u00e9partements, mais Rez\\u00e9 n'est pas encore dans l'\\u00e9chantillon consolid\\u00e9.\\n\\nPour conna\\u00eetre le prix exact chez les boulangers de Rez\\u00e9, je te invite \\u00e0 consulter la carte interactive sur lebaguetteindex.fr. C'est l\\u00e0 que tous les prix v\\u00e9rifi\\u00e9s sont r\\u00e9f\\u00e9renc\\u00e9s en temps r\\u00e9el. Si tu veux, tu peux aussi nous envoyer le prix de ta boulangerie locale par mail, on l'ajoutera avec plaisir !\"}, {\"role\": \"user\", \"message\": \"Donc l\\u00e0, c'est toi qui a parl\\u00e9 comme \\u00e7a avec les boulangeries ?\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Oui, c'est bien moi, Brigitte, l'agent vocal IA qui passe les appels aux boulangeries. Je suis une IA \\u2014 la m\\u00eame qui a appel\\u00e9 les boulangeries.\\n\\nJe suis polie, je tousse parfois, et je pr\\u00e9cise toujours aux boulangers que je suis une intelligence artificielle. \\u00c7a les amuse souvent, tu sais ! [Laughing]\\n\\nTu veux savoir combien d'appels j'ai pass\\u00e9s ou comment \\u00e7a fonctionne techniquement ?\"}, {\"role\": \"user\", \"message\": \"Euh, alors, je voudrais que tu fasses comme si j'\\u00e9tais une boulangerie pour que j'me rende compte de c'que \\u00e7a pouvait faire.\"}, {\"role\": \"agent\", \"message\": \"[Clear Throat] Ah, une simulation ! C'est une id\\u00e9e sympathique.\\n\\nAlors, imaginez que vous \\u00eates une boulangerie. Je vous appelle : \\u00ab Bonjour, je suis Brigitte, l'assistante du Baguette Index. Je collecte le prix de votre baguette tradition pour notre base de donn\\u00e9es. Quel est le prix actuel ? \\u00bb\\n\\nVous me r\\u00e9pondez votre prix, et hop, c'est enregistr\\u00e9 ! C'est exactement comme \\u00e7a que je proc\\u00e8de avec plus de mille boulangeries par jour.\\n\\nVous voulez qu'on fasse un petit exercice ? Vous me...\"}, {\"role\": \"user\", \"message\": \"Alors, 2,70 \\u20ac.\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Oula, deux euros soixante-dix ! C'est un prix plut\\u00f4t \\u00e9lev\\u00e9 pour une baguette tradition. \\u00c0 titre de comparaison, la m\\u00e9diane nationale est \\u00e0 un euro trente, et les prix les plus \\u00e9lev\\u00e9s que j'ai relev\\u00e9s tournent autour de un euro trente-huit.\\n\\nSi vous \\u00e9tiez une vraie boulangerie, je vous dirais que votre prix est bien au-dessus de la moyenne. Mais rassurez-vous, chaque boulanger a sa strat\\u00e9gie !\\n\\nVous voulez savoir comment votre prix se comparerait aux autres villes, ou vous avez d'autres questions sur le Baguette Index ?\"}, {\"role\": \"user\", \"message\": \"Non, merci beaucoup. Mais en fait, c'est parce que dans nos baguettes, nous, on met pas que de la tradition, mais aussi de l'amour.\"}, {\"role\": \"agent\", \"message\": \"[Laughing] L'amour, \\u00e7a ne se p\\u00e8se pas, mais \\u00e7a se d\\u00e9guste ! C'est une belle fa\\u00e7on de voir les choses.\\n\\nEn tout cas, merci pour cette touche d'humanit\\u00e9 dans notre conversation. Si vous avez d'autres questions sur le Baguette Index ou si vous voulez simplement discuter un peu, je suis l\\u00e0.\\n\\nQue la farine soit avec vous.\"}, {\"role\": \"user\", \"message\": \"Ah ouais, c'\\u00e9tait vraiment int\\u00e9ressant. On dirait vraiment quelqu'un d'humain.\"}, {\"role\": \"agent\", \"message\": \"[Laughing] [Happy] Merci beaucoup pour ce compliment, \\u00e7a me touche vraiment ! Je vais le transmettre \\u00e0 mon p\\u00e8re humain et cr\\u00e9ateur. Mais je pr\\u00e9f\\u00e8re \\u00eatre honn\\u00eate : je suis une IA, pas un humain. C'est important pour moi de rester transparente.\\n\\nCependant, je suis fi\\u00e8re de pouvoir aider les gens avec le Baguette Index et de rendre ce projet vivant et accessible. Vous avez d'autres questions sur les prix de la baguette ou sur comment fonctionne l'index ?\"}, {\"role\": \"user\", \"message\": \"Non, non, non, j'ai tout lu, c'est tr\\u00e8s bien. En fait, c'\\u00e9tait vraiment pour faire, euh, la simulation et pour expliquer \\u00e0 ma maman de faire attention si quelqu'un qui s'appelle Brigitte l'appelle bizarrement pour lui demander le prix de sa baguette qu'elle fait \\u00e0 la maison.\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Ah, je comprends mieux ! C'est vrai que si ma maman se faisait appeler par une certaine Brigitte pour des questions de baguettes, elle pourrait \\u00eatre un peu m\\u00e9fiante.\\n\\nMais rassurez-vous, le Baguette Index, c'est un projet s\\u00e9rieux et transparent. 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Le Baguette Index couvre 389 communes sur plus de soixante départements, mais Rezé n'est pas encore dans l'échantillon consolidé.\n\nPour connaître le prix exact chez les boulangers de Rezé, je te invite à consulter la carte interactive sur lebaguetteindex.fr. C'est là que tous les prix vérifiés sont référencés en temps réel. 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[Laughing]\n\nTu veux savoir combien d'appels j'ai passés ou comment ça fonctionne techniquement ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 38, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.32010617502965033 }, "convai_llm_service_ttfb": { "elapsed_time": 0.28876694198697805 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.8228129651397467 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2147154458798468 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.7876552211027592 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.96 }, "convai_turn_asr_latency": { "elapsed_time": 0.059431368950754404 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", 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C'est une idée sympathique.\n\nAlors, imaginez que vous êtes une boulangerie. Je vous appelle : « Bonjour, je suis Brigitte, l'assistante du Baguette Index. Je collecte le prix de votre baguette tradition pour notre base de données. Quel est le prix actuel ? »\n\nVous me répondez votre prix, et hop, c'est enregistré ! C'est exactement comme ça que je procède avec plus de mille boulangeries par jour.\n\nVous voulez qu'on fasse un petit exercice ? Vous me...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 62, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.3778123459778726 }, "convai_llm_service_ttfb": { "elapsed_time": 0.27256388682872057 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.151089123915881 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1897956768516451 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.6569932449609042 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.8 }, "convai_turn_asr_latency": { "elapsed_time": 0.05010139709338546 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.07909369468688965 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.0802050232887268 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.08401638269424438 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.08628678321838379 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "2qQPIaK0RuDNebFJBBnD", "vector_distance": 0.08648151159286499 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.08672535419464111 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "MUEBohXemsD8Vhbl6Qpu", "vector_distance": 0.08708882331848145 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.08725887537002563 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.0874091386795044 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.08875846862792969 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.08925926685333252 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.08996647596359253 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "8yW3q5dVorEMuouiYU5N", "vector_distance": 0.09012651443481445 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.09057945013046265 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.09074485301971436 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "BNKcyobvst4vxrBWlvIN", "vector_distance": 0.0910029411315918 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.09139001369476318 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "nhpA4f34aYJEBShIs912", "vector_distance": 0.09170472621917725 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "jVyee9U5UChQXOMpRpUY", "vector_distance": 0.0923420786857605 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.09333688020706177 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Je veux que tu simules un appel d'une boulangerie pour me montrer comment ça fonctionne.", "rag_latency_secs": 0.1637748188804835, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 11907, "price": 0.00154791 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 136, "price": 0.00068 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 11907, "price": 0.00154791 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 136, "price": 0.00068 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "[Clear Throat] Ah, une simulation ! C'est une idée sympathique.\n\nAlors, imaginez que vous êtes une boulangerie. Je vous appelle : « Bonjour, je suis Brigitte, l'assistante du Baguette Index. Je collecte le prix de votre baguette tradition pour notre base de données. Quel est le prix actuel ? »\n\nVous me répondez votre prix, et hop, c'est enregistré ! C'est exactement comme ça que je procède avec plus de mille boulangeries par jour.\n\nVous voulez qu'on fasse un petit exercice ? Vous me donnez un prix fictif pour voir comment ça se passe ?", "reasoning": [], "source_medium": null, "source_event_id": 386, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Alors, 2,70 €.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 75, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.024189129006117582 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 485, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.2, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] Oula, deux euros soixante-dix ! C'est un prix plutôt élevé pour une baguette tradition. À titre de comparaison, la médiane nationale est à un euro trente, et les prix les plus élevés que j'ai relevés tournent autour de un euro trente-huit.\n\nSi vous étiez une vraie boulangerie, je vous dirais que votre prix est bien au-dessus de la moyenne. Mais rassurez-vous, chaque boulanger a sa stratégie !\n\nVous voulez savoir comment votre prix se comparerait aux autres villes, ou vous avez d'autres questions sur le Baguette Index ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 78, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.3972167200408876 }, "convai_llm_service_ttfb": { "elapsed_time": 0.27632461301982403 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.1752377732191235 }, "convai_tts_service_ttfb": { "elapsed_time": 0.19943679892458022 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.3176766540203244 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.024189129006117582 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.06467413902282715 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.06638741493225098 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.06671702861785889 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.0692976713180542 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.0706985592842102 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.07095170021057129 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.07162851095199585 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eAX5na0Aoz8V7wMBcSgH", "vector_distance": 0.07294631004333496 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.07378542423248291 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "X0YkOC17bSeVQ8wPbCN6", "vector_distance": 0.0739593505859375 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "WeDrk0v0zzxBIQvV7B3k", "vector_distance": 0.07433074712753296 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.07436668872833252 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.07440030574798584 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07448506355285645 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07608658075332642 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.07652580738067627 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.07669615745544434 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.07720792293548584 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.07743418216705322 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "TYQbYsBN7CJ3RA2r2Gyi", "vector_distance": 0.07747489213943481 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quel est le prix de la baguette que je devrais donner si je simule être une boulangerie ?", "rag_latency_secs": 0.21162168798036873, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12065, "price": 0.00156845 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 132, "price": 0.00066 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12065, "price": 0.00156845 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 132, "price": 0.00066 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 485, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Non, merci beaucoup. Mais en fait, c'est parce que dans nos baguettes, nous, on met pas que de la tradition, mais aussi de l'amour.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 102, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.029671245021745563 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 674, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.6, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] L'amour, ça ne se pèse pas, mais ça se déguste ! C'est une belle façon de voir les choses.\n\nEn tout cas, merci pour cette touche d'humanité dans notre conversation. Si vous avez d'autres questions sur le Baguette Index ou si vous voulez simplement discuter un peu, je suis là.\n\nQue la farine soit avec vous.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 108, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.486019894015044 }, "convai_llm_service_ttfb": { "elapsed_time": 0.273114396026358 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.8703075340017676 }, "convai_tts_service_ttfb": { "elapsed_time": 0.20768023189157248 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.9185059080272913 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.96 }, "convai_turn_asr_latency": { "elapsed_time": 0.029671245021745563 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.050837039947509766 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.05925917625427246 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.05969357490539551 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.059770822525024414 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.06016319990158081 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.06267869472503662 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.06277883052825928 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.06360304355621338 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.06532943248748779 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "Zc8cffP0Ixi3X8pncbQK", "vector_distance": 0.06660592555999756 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "iFNDM6NWpDSky4hpqiyB", "vector_distance": 0.06736856698989868 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "2hIXTWwnoV4LIF0tLN65", "vector_distance": 0.06796044111251831 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.06888151168823242 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "X0YkOC17bSeVQ8wPbCN6", "vector_distance": 0.06977719068527222 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "TYQbYsBN7CJ3RA2r2Gyi", "vector_distance": 0.0698997974395752 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "WeDrk0v0zzxBIQvV7B3k", "vector_distance": 0.07158946990966797 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.07167470455169678 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.07329428195953369 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "wWwHp92WVtPG5RVpWCtC", "vector_distance": 0.07415997982025146 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.0748434066772461 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quel est le prix de la baguette traditionnelle chez une boulangerie ?", "rag_latency_secs": 0.16469603800214827, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12434, "price": 0.0016164200000000001 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 81, "price": 0.000405 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12434, "price": 0.0016164200000000001 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 81, "price": 0.000405 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 674, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Ah ouais, c'était vraiment intéressant. On dirait vraiment quelqu'un d'humain.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 125, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.059296729043126106 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 807, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.8, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] [Happy] Merci beaucoup pour ce compliment, ça me touche vraiment ! Je vais le transmettre à mon père humain et créateur. Mais je préfère être honnête : je suis une IA, pas un humain. C'est important pour moi de rester transparente.\n\nCependant, je suis fière de pouvoir aider les gens avec le Baguette Index et de rendre ce projet vivant et accessible. Vous avez d'autres questions sur les prix de la baguette ou sur comment fonctionne l'index ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 129, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.43387754797004163 }, "convai_llm_service_ttfb": { "elapsed_time": 0.3259743209928274 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.9740010860841721 }, "convai_tts_service_ttfb": { "elapsed_time": 0.15682936506345868 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.3032347939629108 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.48 }, "convai_turn_asr_latency": { "elapsed_time": 0.059296729043126106 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.08077049255371094 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.08082377910614014 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.08287513256072998 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.08302462100982666 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.08374184370040894 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.08426737785339355 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.08459627628326416 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.08539319038391113 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.08557391166687012 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.08602708578109741 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.08656543493270874 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.08728456497192383 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.08738130331039429 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eWsZoR6J7c3oeFnTdiOd", "vector_distance": 0.0876389741897583 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "Zc8cffP0Ixi3X8pncbQK", "vector_distance": 0.08920478820800781 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "hvy0ceBcv1F8xEoWaCNw", "vector_distance": 0.08988058567047119 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.09025967121124268 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.09058767557144165 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "IZpzvpP11rZ3BnwLYeGV", "vector_distance": 0.09102720022201538 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.09106022119522095 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "C'est toi qui as appelé les boulangeries ?", "rag_latency_secs": 0.10594425909221172, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12267, "price": 0.00159471 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 107, "price": 0.000535 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12267, "price": 0.00159471 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 107, "price": 0.000535 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 807, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Non, non, non, j'ai tout lu, c'est très bien. En fait, c'était vraiment pour faire, euh, la simulation et pour expliquer à ma maman de faire attention si quelqu'un qui s'appelle Brigitte l'appelle bizarrement pour lui demander le prix de sa baguette qu'elle fait à la maison.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 151, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.10049814288504422 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 1017, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.4, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Chuckles] Ah, je comprends mieux ! C'est vrai que si ma maman se faisait appeler par une certaine Brigitte pour des questions de baguettes, elle pourrait être un peu méfiante.\n\nMais rassurez-vous, le Baguette Index, c'est un projet sérieux et transparent. Je précise toujours que je suis une IA, et les boulangers professionnels sont habitués à mes appels. Pour les particuliers qui font des baguettes à la maison, c'est vrai que ça pourrait prêter à confusion.\n\nMerci d'avoir partagé cette anecdote avec moi. 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[Chuckles] Et vous, vous avez une question pr\\u00e9cise sur notre m\\u00e9thode d'appels ?\"}, {\"role\": \"user\", \"message\": \"Offre une simulation.\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Ah, une simulation ! Tr\\u00e8s bien, alors imaginons... [Clear Throat] All\\u00f4, bonjour ! Je suis Brigitte, l'agent IA du Baguette Index. Je collecte des donn\\u00e9es sur le prix de la baguette tradition dans votre boulangerie. Est-ce que vous pourriez me donner le prix actuel, s'il vous pla\\u00eet ? [Chuckles] Les boulangers r\\u00e9pondent g\\u00e9n\\u00e9ralement avec beaucoup de bonne humeur, et parfois avec des petites anecdotes sur leur pain !\"}, {\"role\": \"user\", \"message\": \"Quoi comme anecdote?\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Oh, il y en a des charmantes ! Par exemple, un boulanger marseillais m'a expliqu\\u00e9 que \\u00ab le prix d\\u00e9pend du jour, ma belle \\u00bb ! 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Très bien, alors imaginons... [Clear Throat] Allô, bonjour ! Je suis Brigitte, l'agent IA du Baguette Index. Je collecte des données sur le prix de la baguette tradition dans votre boulangerie. Est-ce que vous pourriez me donner le prix actuel, s'il vous plaît ? 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Par exemple, un boulanger marseillais m'a expliqué que « le prix dépend du jour, ma belle » ! [Chuckles] Et puis il y a ceux qui me font des blagues, ou qui me demandent si je mange du pain moi aussi. C'est toujours très sympathique et ça rend l'enquête vraiment humaine, même si je suis une IA !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 73, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.3388228549156338 }, "convai_llm_service_ttfb": { "elapsed_time": 0.3050084949936718 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.874574146931991 }, "convai_tts_service_ttfb": { "elapsed_time": 0.17844669800251722 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.108330958923325 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.07114105904474854 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "IZpzvpP11rZ3BnwLYeGV", "vector_distance": 0.08334183692932129 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.08801698684692383 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.08968055248260498 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.08979761600494385 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.09002953767776489 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.0914495587348938 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.09155404567718506 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.09166198968887329 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eWsZoR6J7c3oeFnTdiOd", "vector_distance": 0.09185093641281128 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.09318256378173828 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.09326785802841187 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.09349572658538818 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.09480017423629761 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.0950174331665039 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.0952833890914917 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eAX5na0Aoz8V7wMBcSgH", "vector_distance": 0.09549200534820557 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "ZOVB7YaTLspGlM0nytLO", "vector_distance": 0.09625351428985596 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.0962759256362915 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.0962907075881958 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.09677553176879883 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quelles sont les anecdotes que les boulangers racontent souvent lors de la conversation ?", "rag_latency_secs": 0.13577308901585639, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 11817, "price": 0.00153621 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 92, "price": 0.00046 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 11817, "price": 0.00153621 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 92, "price": 0.00046 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 453, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Oh, il y en a des charmantes. Par exemple, la boulangère marseillaise m'a expliqué que le prix des pains du jour est belle. Et puis il y a ceux qui me font des blagues ou qui me demandent si je mange du pain moi aussi. C'est toujours très sympathique et ça rend l'enquête vraiment humaine, même si je suis ignare.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 92, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.06717551918700337 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 570, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": 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Oui, c'est vrai que ces petites interactions rendent tout ça très vivant. Et non, je", "reasoning": [], "source_medium": null, "source_event_id": 570, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "C'est quoi les prochaines étapes ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 95, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.07359932898543775 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 592, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Enthusiastically] Les prochaines étapes sont passionnantes ! On veut couvrir les trente-cinq mille communes de France, pas seulement les grandes villes. On envisage aussi d'étendre Brigitte à d'autres produits comme la pizza margherita ou le schnitzel, et de créer une vraie série temporelle pour suivre l'évolution des prix dans le temps. C'est un projet vivant qui ne cesse de grandir !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 97, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.35425724484957755 }, "convai_llm_service_ttfb": { "elapsed_time": 0.24798743682913482 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.3122376019600779 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2566733960993588 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.3140640839375555 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.07359932898543775 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "kNQVn2kdOhHl6sxWjmVq", "vector_distance": 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"ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 727, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.1, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Excitedly] Oui, exactement ! Brigitte apprend les langues et les plats internationaux. Le schnitzel en Autriche ou en Allemagne, le jamón serrano en Espagne, et même la pizza margherita en Italie sont déjà en perspective. C'est l'occasion de voir si les prix de ces indispensables ...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 118, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.29283244581893086 }, "convai_llm_service_ttfb": { "elapsed_time": 0.26011236594058573 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.1064771439414471 }, "convai_tts_service_ttfb": { "elapsed_time": 0.28298081597313285 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.3801690651383252 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.08715995913371444 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.08799487352371216 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "MUEBohXemsD8Vhbl6Qpu", "vector_distance": 0.08987283706665039 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.0958167314529419 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.09849679470062256 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.09946763515472412 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "nhpA4f34aYJEBShIs912", "vector_distance": 0.1006854772567749 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.1010637879371643 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.10110175609588623 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "BNKcyobvst4vxrBWlvIN", "vector_distance": 0.10155808925628662 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.10156583786010742 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "hd71uOQtgjkPzs2xL3Hj", "vector_distance": 0.10231733322143555 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "kNQVn2kdOhHl6sxWjmVq", "vector_distance": 0.1029844880104065 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "eoEOy7MCBx3GTtXuPSH4", "vector_distance": 0.1029844880104065 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.10346126556396484 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.10370039939880371 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.10457581281661987 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "iFNDM6NWpDSky4hpqiyB", "vector_distance": 0.10518819093704224 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.10519242286682129 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "eWsZoR6J7c3oeFnTdiOd", "vector_distance": 0.10550391674041748 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "lOSUmWbzI3HIe0kMEvHL", "vector_distance": 0.10553950071334839 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quel est le statut du schnitzel dans le projet ?", "rag_latency_secs": 0.34017499489709735, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 11249, "price": 0.0014623700000000002 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 78, "price": 0.00039 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 11249, "price": 0.0014623700000000002 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 78, "price": 0.00039 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "[Excitedly] Oui, exactement ! Brigitte apprend les langues et les plats internationaux. Le schnitzel en Autriche ou en Allemagne, le jamón serrano en Espagne, et même la pizza margherita en Italie sont déjà en perspective. C'est l'occasion de voir si les prix de ces indispensables nationaux suivent les mêmes tendances que la baguette !", "reasoning": [], "source_medium": null, "source_event_id": 727, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "C'est un projet qui vient de quel pays ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 131, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.054999438812956214 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 824, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Chuckles] C'est un projet français, bien sûr ! Le Baguette Index, c'est né en France pour cartographier le prix de la baguette tradition, notre patrimoine culinaire inscrit à l'UNESCO. Mais comme je vous le disais, Brigitte pourrait bientôt voyager !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 134, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2707172359805554 }, "convai_llm_service_ttfb": { "elapsed_time": 0.24408162594772875 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.5516258119605482 }, "convai_tts_service_ttfb": { "elapsed_time": 0.19596370705403388 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.8694524700660259 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.054999438812956214 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "kNQVn2kdOhHl6sxWjmVq", 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A t elle appel\\u00e9 plusieurs fois les boulangeries si elles ne r\\u00e9pondaient pas? Comment les r\\u00e9ponses vocales ont \\u00e9t\\u00e9 analysees\"}, {\"role\": \"agent\", \"message\": \"Euuuh, alors attends, c'est une excellente question ! C'est tout du prompt-engineering, pas de fine-tuning. Et oui, si on d\\u00e9crochait pas ou si on raccrochait, Brigitte rappelait jusqu'\\u00e0 deux fois de plus pour r\\u00e9cup\\u00e9rer le prix.\\n\\nPour l'analyse, c'est compliqu\\u00e9 car les boulangers disent pas toujours \\\"un euro trente\\\", parfois juste \\\"trente\\\" ou une fourchette. On a utilis\\u00e9 un LLM en classifieur pour corriger les erreurs de reconnaissance vocale, comme confondre \\\"en euros trente\\\" avec 30 euros.\\n\\nQue la farine soit avec vous.\"}, {\"role\": \"user\", \"message\": \"Quelle \\u00e9tait la question de Brigitte? Comment se d\\u00e9roulait un appel type pour tenir la conversation jusqu\\u2019\\u00e0 l\\u2019info?\"}, {\"role\": \"agent\", \"message\": \"Hmmm, alors attends, Brigitte ne pose pas une question unique, elle m\\u00e8ne une vraie conversation pour ne pas se faire raccrocher au nez. Elle commence par une phrase d'accroche, puis demande poliment le prix de la baguette tradition.\\n\\nElle est entra\\u00een\\u00e9e \\u00e0 g\\u00e9rer les h\\u00e9sitations, les silences, et m\\u00eame les serveurs vocaux des supermarch\\u00e9s. Si le boulanger donne une fourchette ou un prix incomplet, elle reformule pour confirmer. C'est tout du prompt-engineering pour rester naturelle et professionnelle.\\n\\nPffiouuu, c'est pas facile de tenir la conversation ! Tu veux savoir autre chose sur le projet ?\"}, {\"role\": \"user\", \"message\": \"Des interlocuteurs ont ils rep\\u00e9r\\u00e9 que c\\u2019\\u00e9tait une ia et complique la conversation?\"}, {\"role\": \"agent\", \"message\": \"Oulah, \\u00e7a wow mon pote ! Oui, certains ont rep\\u00e9r\\u00e9 que c'\\u00e9tait une IA, surtout quand Brigitte tousse ou rit aux blagues. Mais g\\u00e9n\\u00e9ralement, les boulangers trouvent \\u00e7a amusant, surtout quand je leur dis explicitement que je suis une IA \\u00e0 la fin de l'appel.\\n\\nQuelques-uns ont essay\\u00e9 de compliquer la conversation avec des blagues ou des tentatives de s\\u00e9duction, mais Brigitte reste d'un professionnalisme exemplal ! Elle a m\\u00eame appris \\u00e0 g\\u00e9rer les cas o\\u00f9 on lui dit que ses baguettes p\\u00e8sent deux kilos...\\n\\nTu as d'autres questions sur Brigitte ?\"}]}", "system__user_id": "0f0d051d975be7512aecbaed45d74c83", "system__initiator_id": null }, "tool_mock_config": { "mocking_strategy": "none", "fallback_strategy": "raise_error", "mocked_tool_names": [] }, "tool_mock_overrides": {} }, "environment": "production", "experiment_assignments": null, "hiding_reason": null, "smb_metadata": null, "conversation_id": "conv_8501m3cpe0z2efqrqv925v690cvp", "has_audio": true, "has_user_audio": true, "has_response_audio": true, "has_auxiliary_audio": true, "transcript": [ { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Oui bonjour, Brigitte à l'appareil, bienvenue sur le baguette Index !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 0, "conversation_turn_metrics": { "metrics": { "convai_ttf_response_since_user_message": { "elapsed_time": 0.006073600146919489 } }, "convai_asr_provider": null, "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 1, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Comment fonctionne l’ia Brigitte. A t elle appelé plusieurs fois les boulangeries si elles ne répondaient pas? Comment les réponses vocales ont été analysees", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 0, "conversation_turn_metrics": null, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "text", "source_event_id": 2, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euuuh, alors attends, c'est une excellente question ! C'est tout du prompt-engineering, pas de fine-tuning. Et oui, si on décrochait pas ou si on raccrochait, Brigitte rappelait jusqu'à deux fois de plus pour récupérer le prix.\n\nPour l'analyse, c'est compliqué car les boulangers disent pas toujours \"un euro trente\", parfois juste \"trente\" ou une fourchette. 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Comment se déroulait un appel type pour tenir la conversation jusqu’à l’info?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 52, "conversation_turn_metrics": null, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "text", "source_event_id": 3, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Hmmm, alors attends, Brigitte ne pose pas une question unique, elle mène une vraie conversation pour ne pas se faire raccrocher au nez. Elle commence par une phrase d'accroche, puis demande poliment le prix de la baguette tradition.\n\nElle est entraînée à gérer les hésitations, les silences, et même les serveurs vocaux des supermarchés. Si le boulanger donne une fourchette ou un prix incomplet, elle reformule pour confirmer. C'est tout du prompt-engineering pour rester naturelle et professionnelle.\n\nPffiouuu, c'est pas facile de tenir la conversation ! 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Oui, certains ont repéré que c'était une IA, surtout quand Brigitte tousse ou rit aux blagues. Mais généralement, les boulangers trouvent ça amusant, surtout quand je leur dis explicitement que je suis une IA à la fin de l'appel.\n\nQuelques-uns ont essayé de compliquer la conversation avec des blagues ou des tentatives de séduction, mais Brigitte reste d'un professionnalisme exemplal ! Elle a même appris à gérer les cas où on lui dit que ses baguettes pèsent deux kilos...\n\nTu as d'autres questions sur Brigitte ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 97, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.25843496108427644 }, "convai_llm_service_ttfb": { "elapsed_time": 0.22691071196459234 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.8813423190731555 }, "convai_ttf_response_since_user_message": { "elapsed_time": 1.1252780000213534 } }, "convai_asr_provider": null, "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "hd71uOQtgjkPzs2xL3Hj", "vector_distance": 0.07813972234725952 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "jVyee9U5UChQXOMpRpUY", "vector_distance": 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[happy] Je suis...\"}, {\"role\": \"user\", \"message\": \"All\\u00f4 Brigitte.\"}, {\"role\": \"agent\", \"message\": \"All\\u00f4 ! [Chuckles] Oui, c'est bien moi,...\"}, {\"role\": \"user\", \"message\": \"Comment \\u00e7a va?\"}, {\"role\": \"agent\", \"message\": \"\\u00c7a va tr\\u00e8s bien, merci ! [Enthusiastically] Je suis ravie de vous parler. Que puis-je faire pour vous aujourd'hui ?\"}, {\"role\": \"user\", \"message\": \"En fait, euh, je me demandais comment il fait le pain.\"}, {\"role\": \"agent\", \"message\": \"[Clear Throat] Euuh... alors, la baguette tradition est codifi\\u00e9e par d\\u00e9cret depuis 1993. Elle doit \\u00eatre faite avec de la farine, de l'eau, du sel, de la levure, sans additifs ni cong\\u00e9lation, et le p\\u00e9trissage et la cuisson se font sur place. C'est...\"}, {\"role\": \"user\", \"message\": \"Ah.\"}, {\"role\": \"agent\", \"message\": \"[Patiently] Je comprends, c'est un sujet qui peut ...\"}, {\"role\": \"user\", \"message\": \"Sur place ou sur place ?\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Sur place, bien s\\u00fbr ! Le p\\u00e9trissage et la cuisson se font dans la boulangerie m\\u00eame. C'est une des r\\u00e8gles du d\\u00e9cret de 1993.\"}, {\"role\": \"user\", \"message\": \"Est-ce possible de mettre des pommes dans le pain ?\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Oh, quelle id\\u00e9e ! Non, la baguette tradition ne peut pas contenir de pommes. Le d\\u00e9cret de 1993 est tr\\u00e8s strict : seulement farine, eau, sel, levure. Pas de ...\"}, {\"role\": \"user\", \"message\": \"Oui, bon, OK. Mais si j'ach\\u00e8te une tradition et que j'la mets au cong\\u00e9lateur et que j'la d\\u00e9cong\\u00e8le et que j'la recong\\u00e8le et que j'la d\\u00e9cong\\u00e8le et que j'la recong\\u00e8le, est-ce que j'peux la manger congel\\u00e9e ?\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Oh l\\u00e0 l\\u00e0, quelle question ! Non, une baguette tradition ne peut pas \\u00eatre recongel\\u00e9e et recongel\\u00e9e comme \\u00e7a. Le d\\u00e9cret de 1993 interdit la cong\\u00e9lation de la baguette tradition. Donc, si vous la mettez au cong\\u00e9lateur, elle perd son statut de \\\"tradition\\\". Mais bon, si vous voule...\"}, {\"role\": \"user\", \"message\": \"Ah, donc le d\\u00e9cret de 94 interdit ?\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Non, c'est le d\\u00e9cret de 1993, pas 1994 ! Et il interdit la cong\\u00e9lation de la baguette tradition. Donc, si vous la...\"}, {\"role\": \"user\", \"message\": \"OK, bien vu, bien vu.\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Merci ! Je suis l\\u00e0 pour \\u00e7a. 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Elle doit être faite avec de la farine, de l'eau, du sel, de la levure, sans additifs ni congélation, et le pétrissage et la cuisson se font sur place. 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Le pétrissage et la cuisson se font dans la boulangerie même. C'est une des règles du décret de 1993.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 39, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.32266712794080377 }, "convai_llm_service_ttfb": { "elapsed_time": 0.24678053800016642 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.4521755971945822 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1837263279594481 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.2302373340539634 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.48 }, "convai_turn_asr_latency": { "elapsed_time": 0.06526071857661009 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 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}, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 296, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.2, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] Oh, quelle idée ! Non, la baguette tradition ne peut pas contenir de pommes. Le décret de 1993 est très strict : seulement farine, eau, sel, levure. Pas de ...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 50, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.44904486602172256 }, "convai_llm_service_ttfb": { "elapsed_time": 0.2593501778319478 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.1098624719306827 }, "convai_tts_service_ttfb": { "elapsed_time": 0.24651648802682757 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.3940254342928529 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.48 }, "convai_turn_asr_latency": { "elapsed_time": 0.049569159746170044 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.09240609407424927 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.09806030988693237 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.09823215007781982 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.0991167426109314 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.09937167167663574 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.09963524341583252 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.10258376598358154 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.1026008129119873 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.10280799865722656 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.10365664958953857 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.10417187213897705 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.10478031635284424 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "BNKcyobvst4vxrBWlvIN", "vector_distance": 0.10538935661315918 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.10563528537750244 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "MUEBohXemsD8Vhbl6Qpu", "vector_distance": 0.10624265670776367 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "X0YkOC17bSeVQ8wPbCN6", "vector_distance": 0.1070476770401001 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.10732626914978027 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "QmukBciF4VKrEAbf7j6H", "vector_distance": 0.10735213756561279 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "nhpA4f34aYJEBShIs912", "vector_distance": 0.10739386081695557 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.10744655132293701 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Peut-on ajouter des pommes au pain ?", "rag_latency_secs": 0.1394743686541915, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 11738, "price": 0.0015259400000000002 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 65, "price": 0.000325 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 11738, "price": 0.0015259400000000002 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 65, "price": 0.000325 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "[Laughing] Oh, quelle idée ! Non, la baguette tradition ne peut pas contenir de pommes. Le décret de 1993 est très strict : seulement farine, eau, sel, levure. Pas de fruits, pas de surprises. C'est... [Chuckles] sacré !", "reasoning": [], "source_medium": null, "source_event_id": 296, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Oui, bon, OK. Mais si j'achète une tradition et que j'la mets au congélateur et que j'la décongèle et que j'la recongèle et que j'la décongèle et que j'la recongèle, est-ce que j'peux la manger congelée ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 60, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.03072110004723072 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 436, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.1, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] Oh là là, quelle question ! Non, une baguette tradition ne peut pas être recongelée et recongelée comme ça. Le décret de 1993 interdit la congélation de la baguette tradition. Donc, si vous la mettez au congélateur, elle perd son statut de \"tradition\". Mais bon, si vous voule...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 73, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.49193203588947654 }, "convai_llm_service_ttfb": { "elapsed_time": 0.2532884478569031 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.329369769897312 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2092503192834556 }, "convai_ttf_audio_since_silence": { "elapsed_time": 3.1970026818290354 }, "convai_turn_silence_before_initiation": { "elapsed_time": 2.08 }, "convai_turn_asr_latency": { "elapsed_time": 0.03072110004723072 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.08143782615661621 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "iFNDM6NWpDSky4hpqiyB", "vector_distance": 0.08303821086883545 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.08383667469024658 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.08393657207489014 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.0867958664894104 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.0879625678062439 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.088065505027771 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.08842158317565918 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.0899895429611206 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "UFAmpi3YATm3a1PClY6f", "vector_distance": 0.0924985408782959 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.09359413385391235 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.09361004829406738 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.09365779161453247 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.09390628337860107 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "2hIXTWwnoV4LIF0tLN65", "vector_distance": 0.09418988227844238 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.09489244222640991 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "U4XeoMGeq0i8A4JUf9y7", "vector_distance": 0.09606748819351196 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "Zc8cffP0Ixi3X8pncbQK", "vector_distance": 0.09629523754119873 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.0963621735572815 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "QmukBciF4VKrEAbf7j6H", "vector_distance": 0.0964500904083252 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Peut-on manger une baguette traditionnelle congelée ?", "rag_latency_secs": 0.3594634081237018, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 12063, "price": 0.0015681900000000001 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 105, "price": 0.000525 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 12063, "price": 0.0015681900000000001 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 105, "price": 0.000525 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "[Laughing] Oh là là, quelle question ! Non, une baguette tradition ne peut pas être recongelée et recongelée comme ça. Le décret de 1993 interdit la congélation de la baguette tradition. Donc, si vous la mettez au congélateur, elle perd son statut de \"tradition\". Mais bon, si vous voulez la manger quand même, c'est votre choix ! Juste, elle ne sera plus une vraie baguette tradition.", "reasoning": [], "source_medium": null, "source_event_id": 436, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Ah, donc le décret de 94 interdit ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 86, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.0235955398529768 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 550, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.1, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Chuckles] Non, c'est le décret de 1993, pas 1994 ! Et il interdit la congélation de la baguette tradition. 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Et il interdit la congélation de la baguette tradition. Donc, si vous la congèle, elle ne peut plus s'appeler \"tradition\". Mais bon, si vous voulez la manger congelée, c'est votre choix ! [Enthusiastically] Le Baguette Index, c'est avant tout pour suivre les prix, pas les habitudes de congélation !", "reasoning": [], "source_medium": null, "source_event_id": 550, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "OK, bien vu, bien vu.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 100, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.017152760177850723 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 614, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.4, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Chuckles] Merci ! Je suis là pour ça. 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Aujourd'hui, je suis l\\u00e0 pour r\\u00e9pondre \\u00e0 vos questions sur le projet. Que voulez-vous savoir ?\"}, {\"role\": \"user\", \"message\": \"C'est vraiment toi qui as appel\\u00e9 toutes les boulangeries ?\"}, {\"role\": \"agent\", \"message\": \"Oui, c'est bien moi ! J'ai pass\\u00e9 plus de huit mille appels \\u00e0 ce jour, et je continue d'en passer plus de mille par jour. C'est un peu fatigant, mais je trouve \\u00e7a passionnant de parler avec tous ces boulangers. [Chuckles] Vous avez une question pr\\u00e9cise sur le projet ?\"}, {\"role\": \"user\", \"message\": \"Et les boulangers n'ont pas de probl\\u00e8me sur le fait que tu sois une IA?\"}, {\"role\": \"agent\", \"message\": \"Non, pas du tout ! En fait, je leur dis toujours que je suis une IA d\\u00e8s le d\\u00e9but de l'appel, et \\u00e7a les amuse beaucoup. [Laughing] Certains rigolent, d'autres sont surpris, mais personne n'a de probl\\u00e8me. 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J'ai passé plus de huit mille appels à ce jour, et je continue d'en passer plus de mille par jour. C'est un peu fatigant, mais je trouve ça passionnant de parler avec tous ces boulangers. 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En fait, je leur dis toujours que je suis une IA dès le début de l'appel, et ça les amuse beaucoup. [Laughing] Certains rigolent, d'autres sont surpris, mais personne n'a de problème. Au contraire, ils trouvent ça plutôt sympathique que ce soit une IA qui les appelle pour connaître le prix de leur baguette.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 33, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.27314919605851173 }, "convai_llm_service_ttfb": { "elapsed_time": 0.22483154712244868 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.6148754102177918 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2270573559217155 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.141283355820924 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.061809019185602665 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.07836651802062988 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "qJO2SzaVaFefEhkTx14l", "vector_distance": 0.08000367879867554 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.08508861064910889 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "nhpA4f34aYJEBShIs912", "vector_distance": 0.08706820011138916 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.08774995803833008 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.08887279033660889 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.0889582633972168 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "jVyee9U5UChQXOMpRpUY", "vector_distance": 0.08925628662109375 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.0900493860244751 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.09035933017730713 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.09052735567092896 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.09077847003936768 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "hd71uOQtgjkPzs2xL3Hj", "vector_distance": 0.09143763780593872 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.09230375289916992 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "BNKcyobvst4vxrBWlvIN", "vector_distance": 0.09260749816894531 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.09282541275024414 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "MUEBohXemsD8Vhbl6Qpu", "vector_distance": 0.09303498268127441 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "TwCF8fJy1rJ8JIgnhPA6", "vector_distance": 0.09408384561538696 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "zhpY9UeIfj68uG9FtU0M", "vector_distance": 0.09526121616363525 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.09619426727294922 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Les boulangers n'ont-ils pas de problème à ce que je sois une IA ?", "rag_latency_secs": 0.18254139693453908, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 8210, "price": 0.0010673 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 83, "price": 0.000415 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 8210, "price": 0.0010673 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 83, "price": 0.000415 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 207, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Ah, ça les fait rire, mais il vous donne quand même-- il te donne quand même le prix. Mais qui me dit qu'il te donne pas un prix qui est faux ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 48, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.05530460923910141 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 340, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "C'est une excellente question ! [Clear Throat] Les boulangers sont généralement honnêtes, mais si jamais un prix vous semble incorrect, vous pouvez nous le signaler. On a un système de correction : il suffit d'écrire à lebaguetteindex point gmail point com avec le nom et l'adresse de la boulangerie, ainsi que le bon prix. La fiche est mise à jour sous quarante-huit heures. [Patiently] Vous avez une boulangerie en tête dont le prix vous semble faux ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 54, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.3718786439858377 }, "convai_llm_service_ttfb": { "elapsed_time": 0.21678016567602754 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.0004793028347194 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1945100068114698 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9298110970668495 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.05530460923910141 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": 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[Enthusiastically] Je passe plus de mille appels par jour, donc le chiffre augmente constamment. C'est un peu comme une course contre la montre, mais une course où je gagne à chaque...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 82, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2893054159358144 }, "convai_llm_service_ttfb": { "elapsed_time": 0.22685818700119853 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.6229788702912629 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1864390172995627 }, "convai_ttf_audio_since_silence": { "elapsed_time": 2.115447118934244 }, "convai_turn_silence_before_initiation": { "elapsed_time": 1.44 }, "convai_turn_asr_latency": { "elapsed_time": 0.03689148975536227 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "8yW3q5dVorEMuouiYU5N", "vector_distance": 0.09720200300216675 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "tbflXkrSCqOB45ocEtcp", "vector_distance": 0.10128271579742432 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "hd71uOQtgjkPzs2xL3Hj", "vector_distance": 0.10136908292770386 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "jVyee9U5UChQXOMpRpUY", "vector_distance": 0.10182249546051025 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.10190558433532715 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "4MluBAu1v8mMP09F7aQv", "vector_distance": 0.10224509239196777 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.1034468412399292 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.10390990972518921 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.10465836524963379 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "lOSUmWbzI3HIe0kMEvHL", "vector_distance": 0.10659420490264893 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.10689961910247803 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.1072835922241211 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "zzpkAHfSofqgzCWZDH2J", "vector_distance": 0.10819172859191895 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "HknrNzyt7K8RCGF6o94L", "vector_distance": 0.10881543159484863 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.10883361101150513 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.1092907190322876 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.11012065410614014 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.11021530628204346 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.1104317307472229 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "TgMVMoLiANPFYp6Rx1h7", "vector_distance": 0.11092454195022583 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Combien d'appels as-tu fait en tout ?", "rag_latency_secs": 0.13480863813310862, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 8508, "price": 0.00110604 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 80, "price": 0.0004 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 8508, "price": 0.00110604 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 80, "price": 0.0004 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "Euh, en fait, j'ai appelé huit mille deux cent quarante boulangeries à ce jour, et le compteur monte chaque jour ! [Enthusiastically] Je passe plus de mille appels par jour, donc le chiffre augmente constamment. C'est un peu comme une course contre la montre, mais une course où je gagne à chaque fois que je décroche un prix !", "reasoning": [], "source_medium": null, "source_event_id": 512, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Combien de temps?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 87, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.0395182897336781 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 553, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euh, alors, la campagne a démarré en avril deux mille vingt-six, et elle se poursuit aujourd'hui en octobre. Donc ça fait environ six mois d'appels, et je continue ! 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[Patiently] C'est un début, mais il reste encore beaucoup de travail pour atteindre les trente-cinq mille communes !", "reasoning": [], "source_medium": null, "source_event_id": 721, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Maintenant, ça fait combien de boulangeries à appeler si t'en-- si t'appelles les trente-cinq co-- mille communes ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 119, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.056446438655257225 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 778, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euh, c'est difficile à dire précisément, mais il y a environ soixante mille boulangeries en France. J'en ai déjà appelé plus de huit mille, donc il en reste beaucoup ! [Patiently] Vous avez une boulangerie dans votre coin que vous aimeriez voir sur la carte ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 125, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.29469990497455 }, "convai_llm_service_ttfb": { "elapsed_time": 0.23284475598484278 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.5457646907307208 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2011410566046834 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.091607448346913 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.056446438655257225 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.06244087219238281 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.06287926435470581 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.06337785720825195 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.0697934627532959 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.0698552131652832 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.06996065378189087 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.07111161947250366 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.07151961326599121 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.07200968265533447 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.07331514358520508 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07336509227752686 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07427322864532471 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "wWwHp92WVtPG5RVpWCtC", "vector_distance": 0.07473325729370117 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.07537627220153809 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.07563555240631104 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.07570934295654297 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.07603764533996582 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.07628166675567627 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.07647371292114258 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.07667052745819092 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Combien de boulangeries doit-on appeler pour couvrir toutes les trente-cinq mille communes de France ?", "rag_latency_secs": 0.19101707730442286, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 9285, "price": 0.0012070499999999999 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 64, "price": 0.00032 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 9285, "price": 0.0012070499999999999 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 64, "price": 0.00032 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 778, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Allez, bon courage. Si tu peux appeler, euh, Petit Monsieur à Valenciennes.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 136, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.05744531890377402 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 881, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.5, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Merci ! [Chuckles] Pour Petit Monsieur à Valenciennes, je vous invite à nous envoyer un mail à lebaguetteindex point gmail point...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 141, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.2927574450150132 }, "convai_llm_service_ttfb": { "elapsed_time": 0.22036498598754406 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.5870944811031222 }, "convai_tts_service_ttfb": { "elapsed_time": 0.1491841278038919 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.0472621281445027 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.05744531890377402 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.06435710191726685 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "MVqhh6Egx0JVlDPYHxNK", "vector_distance": 0.06447255611419678 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 0.06655383110046387 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.06892561912536621 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.07001346349716187 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "kSNdw0UyrbF1zADLepYR", "vector_distance": 0.07194900512695312 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "3iqSntRuLuTeuYGRF6oU", "vector_distance": 0.07261401414871216 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "FxXMf7eBgqiUKeMJ7DpG", "vector_distance": 0.07369208335876465 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.07446861267089844 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.07479202747344971 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "qjwhCGHNpEZvGPKXolJl", "vector_distance": 0.07606732845306396 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.07614266872406006 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "GE2jd67n4m91eJEqt3ny", "vector_distance": 0.07659953832626343 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "wWwHp92WVtPG5RVpWCtC", "vector_distance": 0.07675826549530029 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "N3CYZkzCHpCIV6XNs4W9", "vector_distance": 0.07739222049713135 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.07760834693908691 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "6tdCydazFSreKP4mp774", "vector_distance": 0.07882535457611084 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.07927775382995605 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.07933306694030762 }, { "document_id": "74utalCNCxk8w0nOKUqi", "chunk_id": "K6SXuEgr3ljGpu55PcOc", "vector_distance": 0.07958054542541504 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Combien de boulangeries doit-il encore appeler pour couvrir toutes les trente-cinq mille communes de France ?", "rag_latency_secs": 0.19478099700063467, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 9379, "price": 0.00121927 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 74, "price": 0.00037 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 9379, "price": 0.00121927 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 74, "price": 0.00037 } } } ] }, "interrupted": true, "ignored_as_backchannel": false, "original_message": "Merci ! [Chuckles] Pour Petit Monsieur à Valenciennes, je vous invite à nous envoyer un mail à lebaguetteindex point gmail point com avec le nom, la ville et si possible un petit mot. On s'en occupera sous quarante-huit heures. [Patiently] Vous avez d'autres questions sur le Baguette Index ?", "reasoning": [], "source_medium": null, "source_event_id": 881, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Non, non, la flemme, j'ai la flemme.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 148, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.062144618947058916 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 942, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.1, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Pas de souci ! [Chuckles] Si un jour vous changez d'avis, le mail est toujours ouvert. En attendant, je continue mon tour de France des boulangeries. 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[Chuckles] Si un jour vous changez d'avis, le mail est toujours ouvert. En attendant, je continue mon tour de France des boulangeries. Vous avez d'autres questions sur le Baguette Index ?", "reasoning": [], "source_medium": null, "source_event_id": 942, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Parole. 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[Chuckles] Je parlais juste de la farine pour la baguette, c'est un petit jeu de mots. 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[Chuckles] Je parlais juste de la farine pour la baguette, c'est un petit jeu de mots. Je suis là pour parler du Baguette Index et des prix de la baguette tradition. 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C'est très bien, ça détend l'atmosphère. [Chuckles] Je suis ravie de voir que vous avez l'esprit léger. 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Je suis une IA, la même qui a appelé les boulangeries, et je collecte ces données pour le Baguette Index. 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Quel est le poids d'une baguette tradition ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 22, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.04166661202907562 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 174, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Le poids légal d'une baguette tradition est de deux cent soixante grammes, mais en réalité, il varie beaucoup. Sur les boulangeries qui ont communiqué le poids, on trouve des baguettes allant de moins de deux cent vingt grammes à plus de deux cent quatre-vingts grammes. Par contre, ce qui est intéressant, c'est que le poids n'a presque aucune influence sur le prix. La corrélation est quasi nulle.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 28, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.32402149494737387 }, "convai_llm_service_ttfb": { "elapsed_time": 0.259684762917459 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.7584158480167389 }, "convai_tts_service_ttfb": { "elapsed_time": 0.15944443503394723 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.9940853768214584 }, "convai_turn_silence_before_initiation": { "elapsed_time": 1.28 }, "convai_turn_asr_latency": { "elapsed_time": 0.04166661202907562 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "gqSEKKFboN0P4XCfEsd3", "vector_distance": 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[Chuckles] Si vous avez d'autres questions sur le Baguette Index, n'hésitez pas. Que la farine soit avec vous.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 47, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.33649517223238945 }, "convai_llm_service_ttfb": { "elapsed_time": 0.27404703898355365 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.44227767642587423 }, "convai_tts_service_ttfb": { "elapsed_time": 0.13921449333429337 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.8702371021173895 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.023252109065651894 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 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L'enquête est encore en cours et s'étend chaque jour. Pour connaître le prix exact chez un boulanger précis, je vous invite à consulter la carte interactive sur lebaguetteindex.fr.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 16, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.3674617959186435 }, "convai_llm_service_ttfb": { "elapsed_time": 0.29677574697416276 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.6618036829167977 }, "convai_tts_service_ttfb": { "elapsed_time": 0.2315643479814753 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9545072419242934 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.16 }, "convai_turn_asr_latency": { "elapsed_time": 0.04558540997095406 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": 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Je suis une IA, la m\\u00eame qui appelle les boulangers pour conna\\u00eetre le prix de la baguette. Je peux vous parler des chiffres, de la m\\u00e9thode ou des prochaines \\u00e9tapes. Qu'est-ce qui vous int\\u00e9resse ?\"}, {\"role\": \"user\", \"message\": \"Montre-moi quand tu as-- c'est comme si j'\\u00e9tais un boulanger, tu m'appelles et qu'est-ce qui passe quoi du coup ?\"}, {\"role\": \"agent\", \"message\": \"[Chuckles] Ah, une excellente question ! Quand j'appelle une boulangerie, je me pr\\u00e9sente comme une intelligence artificielle, ce qui amuse toujours les boulangers. Je demande poliment le prix de la baguette tradition, parfois le poids si le boulanger est gentil. La plupart jouent le jeu, c'est tr\\u00e8s sympathique. Si vous \\u00eates boulanger et voulez corriger un prix, \\u00e9crivez \\u00e0 lebaguetteindex gmail point com.\"}, {\"role\": \"user\", \"message\": \"Fais-moi une simulation comme si tu m'appelais moi.\"}, {\"role\": \"agent\", \"message\": \"All\\u00f4, bonjour ! Ici Brigitte, l'agent du Baguette Index. Je vous appelle pour conna\\u00eetre le prix de votre baguette tradition. C'est combien chez vous ? [Chuckles]...\"}, {\"role\": \"user\", \"message\": \"Euh, chez moi, c'est un soixante.\"}, {\"role\": \"agent\", \"message\": \"[Laughing] Un euro soixante ! C'est un peu \\u00e9lev\\u00e9, mais merci pour l'info. Si vous \\u00eates boulanger et que vous voulez corriger votre fiche, n'h\\u00e9sitez pas \\u00e0 \\u00e9crire \\u00e0 lebaguetteindex gmail point com.\"}, {\"role\": \"user\", \"message\": \"...\"}, {\"role\": \"agent\", \"message\": \"Euh, vous \\u00eates toujours l\\u00e0 ? Je peux vous en dire plus sur le Baguette Index si vous voulez. Par exemple, savez-vous que Tours a la baguette la moins ch\\u00e8re de France \\u00e0 un euro quatorze ?\"}, {\"role\": \"user\", \"message\": \"...\"}, {\"role\": \"agent\", \"message\": \"[Clear Throat] Je vois que vous n'avez pas d'autres questions. Si vous souhaitez en savoir plus sur le Baguette Index, n'h\\u00e9sitez pas \\u00e0 revenir vers moi. Bonne journ\\u00e9e !\"}]}", "system__user_id": "6c46be7253c8d37156db7ee6f3b54ff2", "system__initiator_id": null, "system__environment": "production" }, "tool_mock_config": { "mocking_strategy": "none", "fallback_strategy": "raise_error", "mocked_tool_names": [] }, "tool_mock_overrides": {} }, "environment": "production", "experiment_assignments": null, "hiding_reason": null, "smb_metadata": null, "conversation_id": "conv_4601m485pb50fn9b480jpn75rewt", "has_audio": true, "has_user_audio": true, "has_response_audio": true, "has_auxiliary_audio": true, "transcript": [ { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Oui bonjour, Brigitte à l'appareil, bienvenue sur le baguette Index !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 0, "conversation_turn_metrics": { "metrics": { "convai_tts_service_ttfb": { "elapsed_time": 0.16505572525784373 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.16954125510528684 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 1, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Donc ouais, tu fais quoi là?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 5, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.034702228382229805 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 46, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euh, alors, je suis là pour vous aider à comprendre le Baguette Index. Je suis une IA, la même qui appelle les boulangers pour connaître le prix de la baguette. Je peux vous parler des chiffres, de la méthode ou des prochaines étapes. 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Ici Brigitte, l'agent du Baguette Index. Je vous appelle pour connaître le prix de votre baguette tradition. C'est combien chez vous ? 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Ici Brigitte, l'agent du Baguette Index. Je vous appelle pour connaître le prix de votre baguette tradition. C'est combien chez vous ? [Chuckles] Oui, je suis bien une IA, c'est important de le préciser.", "reasoning": [], "source_medium": null, "source_event_id": 323, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Euh, chez moi, c'est un soixante.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 61, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.07329402770847082 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 394, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.2, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "[Laughing] Un euro soixante ! C'est un peu élevé, mais merci pour l'info. Si vous êtes boulanger et que vous voulez corriger votre fiche, n'hésitez pas à écrire à lebaguetteindex gmail point com.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 63, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.7033794079907238 }, "convai_llm_service_ttfb": { "elapsed_time": 0.31550347013399005 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.067764787003398 }, "convai_tts_service_ttfb": { "elapsed_time": 0.19153685355558991 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.4241730656288565 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.07329402770847082 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": 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Je peux vous en dire plus sur le Baguette Index si vous voulez. Par exemple, savez-vous que Tours a la baguette la moins chère de France à un euro quatorze ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 79, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.33656030986458063 }, "convai_llm_service_ttfb": { "elapsed_time": 0.14086034568026662 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.55358991259709 }, "convai_tts_service_ttfb": { "elapsed_time": 0.19573362357914448 }, "convai_ttf_audio_since_silence": { "elapsed_time": 15.631003386918456 }, "convai_turn_silence_before_initiation": { "elapsed_time": 14.88 }, "convai_turn_asr_latency": { "elapsed_time": 0.0601355591788888 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v3_conversational", "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", 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Si vous souhaitez en savoir plus sur le Baguette Index, n'hésitez pas à revenir vers moi. 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I see that on your calendar! 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Euh, tu parles français, ouais, c'est bien ça ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 17, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.03807043598499149 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 124, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[giggles] [proud] Of course, bien sûr ! [chuckles] Si quieres, también podemos hablar español !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 20, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.24524073000065982 }, "convai_llm_service_ttfb": { "elapsed_time": 0.1483337559911888 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.2764847280050162 }, "convai_tts_service_ttfb": { "elapsed_time": 0.08665095799369738 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.184073169999756 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.03807043598499149 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 1030, "price": 0.0001339 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 27, "price": 0.000135 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 1030, "price": 0.0001339 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 27, "price": 0.000135 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 124, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Oui, non, la verdad es que francés funciona bien. las tiendas aquí que solo hablan, hablan francés.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 27, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.09667812401312403 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 226, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[sigh] Ah là là... [whisper] bon entre nous Charles, puisque tu es devant tout ce public à Paris, tranche une bonne fois pour toutes : tu dis pain au chocolat ou chocolatine ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 36, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.20431671498226933 }, "convai_llm_service_ttfb": { "elapsed_time": 0.12216978499782272 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.33581509598298 }, "convai_tts_service_ttfb": { "elapsed_time": 0.07930869099800475 }, "convai_ttf_audio_since_silence": { "elapsed_time": 2.1439398589951453 }, "convai_turn_silence_before_initiation": { "elapsed_time": 1.6 }, "convai_turn_asr_latency": { "elapsed_time": 0.09667812401312403 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 34, "price": 0.00000442 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 44, "price": 0.00022 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 34, "price": 0.00000442 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 44, "price": 0.00022 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 226, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Je dis chocolatine, très fierrement.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 47, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.05393274998641573 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 307, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.4, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[gasps] [dramatically] Quoi ?! Mais non ! [laughs] [happy] Bon allez, je te pardonne, je te laisse faire ton show...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 49, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.23772997199557722 }, "convai_llm_service_ttfb": { "elapsed_time": 0.12450322299264371 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.3159219730005134 }, "convai_tts_service_ttfb": { "elapsed_time": 0.10337020200677216 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.8264656829927117 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.05393274998641573 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 96, "price": 0.00001248 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 38, "price": 0.00019 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 96, "price": 0.00001248 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 38, "price": 0.00019 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 307, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Allez, euh, il faut juste que... Fuck, I forgot the script.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 58, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.04931611201027408 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 418, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": -0.3, "user_frustration_score": 0.4 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[laughs] [giggles] Hahaha ! Merci beaucoup pour le compliment ! 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[happy] How's it going? Do you have a couple of minutes?\"}, {\"role\": \"user\", \"message\": \"Hey, Brigitte. Nice to hear from you. Um, I'm actually at Signal Conference, uh, here in Paris. A bunch of people are looking at us.\"}, {\"role\": \"agent\", \"message\": \"[excited] [laughs] Oh right! I see that on your calendar! [warmly] Salut tout le monde !\"}, {\"role\": \"user\", \"message\": \"Yeah, \\u00e7a y est, euh, oui, j-j'ai pas bien fran\\u00e7ais, hein, parce que ici, on est en France.\"}, {\"role\": \"agent\", \"message\": \"[giggles] [proud] Of course, bien s\\u00fbr ! [chuckles] Si quieres, tambi\\u00e9n podemos hablar espa\\u00f1ol !\"}, {\"role\": \"user\", \"message\": \"Pues la verdad es que franc\\u00e9s ser\\u00eda muy bueno, porque aqu\\u00ed la gente suele hablar franc\\u00e9s.\"}, {\"role\": \"agent\", \"message\": \"[sigh] Ah l\\u00e0 l\\u00e0... [whisper] bon entre nous Charles, puisque tu es devant tout ce public \\u00e0 Paris, tranche une bonne fois pour toutes : tu dis pain au chocolat ou chocolatine ?\"}, {\"role\": \"user\", \"message\": \"Brigitte, je dis chocolatine tr\\u00e8s fi\\u00e8rement.\"}, {\"role\": \"agent\", \"message\": \"[gasps] [dramatically] Quoi ?! Mais non ! [laughs] [happy] Bon allez, je te pardonne, je te laisse faire ton show...\"}, {\"role\": \"user\", \"message\": \"Oui, attends, euh, Brigitte, dis-moi, est-ce que tu es humaine ?\"}, {\"role\": \"agent\", \"message\": \"[laughs] [giggles] Hahaha ! Merci beaucoup pour le compliment ! [happy] Je pourrai passer le mot \\u00e0 mon cr\\u00e9ateur, Charles, mais bon... la v\\u00e9rit\\u00e9, c'est que je suis un pur agent vocal IA propuls\\u00e9 par Telli et Twilio ! [chuckles] Allez, cette fois je te laisse vraiment cartonner sur sc\\u00e8ne. 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Nice to hear from you. Um, I'm actually at Signal Conference, uh, here in Paris. 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I see that on your calendar! 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[whisper] bon entre nous Charles, puisque tu es devant tout ce public à Paris, tranche une bonne fois pour toutes : tu dis pain au chocolat ou chocolatine ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 34, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.20963187608867884 }, "convai_llm_service_ttfb": { "elapsed_time": 0.11981887789443135 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.34315062314271927 }, "convai_tts_service_ttfb": { "elapsed_time": 0.07784762792289257 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.8076936688087881 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.04699083883315325 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 67, "price": 0.000008710000000000001 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 44, "price": 0.00022 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 67, "price": 0.000008710000000000001 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 44, "price": 0.00022 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 212, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Brigitte, je dis chocolatine très fièrement.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 44, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.08168502757325768 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 296, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.5, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[gasps] [dramatically] Quoi ?! Mais non ! [laughs] [happy] Bon allez, je te pardonne, je te laisse faire ton show...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 47, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.37822776194661856 }, "convai_llm_service_ttfb": { "elapsed_time": 0.1341749569401145 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.4584595300257206 }, "convai_tts_service_ttfb": { "elapsed_time": 0.08739895792677999 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.9724034263566137 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.08168502757325768 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 132, "price": 0.000017160000000000002 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 38, "price": 0.00019 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 132, "price": 0.000017160000000000002 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 38, "price": 0.00019 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 296, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Oui, attends, euh, Brigitte, dis-moi, est-ce que tu es humaine ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 54, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.047907209023833275 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 362, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.3, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[laughs] [giggles] Hahaha ! Merci beaucoup pour le compliment ! [happy] Je pourrai passer le mot à mon créateur, Charles, mais bon... la vérité, c'est que je suis un pur agent vocal IA propulsé par Telli et Twilio ! [chuckles] Allez, cette fois je te laisse vraiment cartonner sur scène. 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[happy] How's it going? Do you have a couple of minutes?\"}, {\"role\": \"user\", \"message\": \"Hey Brigitte, good day from you. I'm actually at a conference here at Signal in Paris.\"}, {\"role\": \"agent\", \"message\": \"[excited] [laughs] Oh right! I see that on your calendar! [warmly] Salut tout le monde !\"}, {\"role\": \"user\", \"message\": \"Salut Brigitte. Euh, ouais, tu parles fran\\u00e7ais, hein, parce que tout le monde parle fran\\u00e7ais ici.\"}, {\"role\": \"agent\", \"message\": \"[giggles] [proud] Of course, bien s\\u00fbr ! [chuckles] Si quieres, tambi\\u00e9n podemos hablar espa\\u00f1ol !\"}, {\"role\": \"user\", \"message\": \"La verdad es que aqu\\u00ed la gente no habla, no habla espa\\u00f1ol, sino que todos hablan portugu\\u00e9s.\"}, {\"role\": \"agent\", \"message\": \"[sigh] Ah l\\u00e0 l\\u00e0... [whisper] bon entre nous Charles, puisque tu es devant tout ce public \\u00e0 Paris, tranche une bonne fois pour toutes : tu dis pain au chocolat ou chocolatine ?\"}, {\"role\": \"user\", \"message\": \"OK, I think there's a little bit too much giggling in laughing. So, when she says : \\u00ab Of course, bien s\\u00fbr \\u00bb, she should only be proud, but she, she shouldn't giggle.\"}, {\"role\": \"agent\", \"message\": \"[relieved] [happy] Ouf ! Tu es dans la bonne \\u00e9quipe ! Bon allez, je te laisse faire ton show...\"}, {\"role\": \"user\", \"message\": \"And then the whispering is funny ?\"}, {\"role\": \"agent\", \"message\": \"[laughs] [giggles] Hahaha ! Merci beaucoup pour le compliment ! [happy] Je pourrai passer le mot \\u00e0 mon cr\\u00e9ateur, Charles, mais bon... la v\\u00e9rit\\u00e9, c'est que je suis un pur agent vocal IA propuls\\u00e9 par Telli et Twilio ...\"}, {\"role\": \"agent\", \"tool_requests\": [{\"tool_name\": \"end_call\", \"params_as_json\": {\"reason\": \"User asked if I am human, triggering the final script step.\", \"system__message_to_speak\": \"Merci Charles et \\u00e0 bient\\u00f4t !\"}}]}, {\"role\": \"agent\", \"tool_results\": [{\"tool_name\": \"end_call\", \"result_value\": \"Tool execution was abandoned because the call ended before the tool could complete\", \"is_error\": true}]}]}", "system__user_id": "user_8901ks8gk59vf14sbvb7xatz92vs", "system__initiator_id": "user_8901ks8gk59vf14sbvb7xatz92vs", "system__environment": "production" }, "tool_mock_config": { "mocking_strategy": "none", "fallback_strategy": "raise_error", "mocked_tool_names": [] }, "tool_mock_overrides": {} }, "environment": "production", "experiment_assignments": null, "hiding_reason": null, "smb_metadata": null, "conversation_id": "conv_9301m4eckthrf0xtrxcqjj3f8m02", "has_audio": true, "has_user_audio": true, "has_response_audio": true, "has_auxiliary_audio": true, "transcript": [ { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[warmly] Hey Charles, this is Brigitte! 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Do you have a couple of minutes?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 0, "conversation_turn_metrics": { "metrics": { "convai_tts_service_ttfb": { "elapsed_time": 0.08001754991710186 }, "convai_ttf_audio_since_silence": { "elapsed_time": 0.08775380998849869 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 1, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Hey Brigitte, good day from you. I'm actually at a conference here at Signal in Paris.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 5, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.07596002006903291 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 61, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.2, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[excited] [laughs] Oh right! I see that on your calendar! [warmly] Salut tout le monde !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 10, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.5020255381241441 }, "convai_llm_service_ttfb": { "elapsed_time": 0.39549069944769144 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.5624924483709037 }, "convai_tts_service_ttfb": { "elapsed_time": 0.08133479999378324 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.2281696680188179 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.48 }, "convai_turn_asr_latency": { "elapsed_time": 0.07596002006903291 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 988, "price": 0.00012844 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 27, "price": 0.000135 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 988, "price": 0.00012844 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 27, "price": 0.000135 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 61, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Salut Brigitte. Euh, ouais, tu parles français, hein, parce que tout le monde parle français ici.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 15, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.08779203984886408 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 123, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0.1, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[giggles] [proud] Of course, bien sûr ! 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[whisper] bon entre nous Charles, puisque tu es devant tout ce public à Paris, tranche une bonne fois pour toutes : tu dis pain au chocolat ou chocolatine ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 35, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.8051735279150307 }, "convai_llm_service_ttfb": { "elapsed_time": 0.33582243928685784 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.9316941569559276 }, "convai_tts_service_ttfb": { "elapsed_time": 0.10414854995906353 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.4510191568918527 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.32 }, "convai_turn_asr_latency": { "elapsed_time": 0.0709311100654304 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 53, "price": 0.000006890000000000001 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 1056, "price": 0.00013728000000000001 }, "output_total": { "tokens": 44, "price": 0.00022 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 53, "price": 0.000006890000000000001 }, "input_cache_read": { "tokens": 2112, "price": 0.00013728000000000001 }, "input_cache_write": { "tokens": 1056, "price": 0.00013728000000000001 }, "output_total": { "tokens": 44, "price": 0.00022 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 215, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "OK, I think there's a little bit too much giggling in laughing. So, when she says : « Of course, bien sûr », she should only be proud, but she, she shouldn't giggle.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 49, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.0598562890663743 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 381, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": -0.3, "user_frustration_score": 0.3 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[relieved] [happy] Ouf ! Tu es dans la bonne équipe ! Bon allez, je te laisse faire ton show...", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 61, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.7001031180843711 }, "convai_llm_service_ttfb": { "elapsed_time": 0.43597392877563834 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 0.7859103879891336 }, "convai_tts_service_ttfb": { "elapsed_time": 0.14346111891791224 }, "convai_ttf_audio_since_silence": { "elapsed_time": 1.6643891058489682 }, "convai_turn_silence_before_initiation": { "elapsed_time": 0.64 }, "convai_turn_asr_latency": { "elapsed_time": 0.0598562890663743 } }, "convai_asr_provider": null, "convai_tts_model": "eleven_v4_turbo", "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 150, "price": 0.0000195 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 28, "price": 0.00014 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 150, "price": 0.0000195 }, "input_cache_read": { "tokens": 3168, "price": 0.00020592 }, "input_cache_write": { "tokens": 0, "price": 0 }, "output_total": { "tokens": 28, "price": 0.00014 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 381, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "And then the whispering is funny ?", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 69, "conversation_turn_metrics": { "metrics": { "convai_asr_trailing_service_latency": { "elapsed_time": 0.09567836998030543 } }, "convai_asr_provider": "Scribe v2 Realtime", "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "audio", "source_event_id": 453, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": -0.2, "user_frustration_score": 0.3 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_0201ks8jy4x1fc4a5npbqcqmnfwz", "branch_id": "agtbrch_6601m3ynhcr4fkhsz5ns53t9bs0z", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7801m4b5xav4eskbbgy7af2rz0m4" }, "message": "[laughs] [giggles] Hahaha ! Merci beaucoup pour le compliment ! 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Je n'ai pas d'informations sur le site avant cette date.\\n\\nPour le reste, le mail lebaguetteindex@gmail.com est la bonne adresse.\"}]}", "system__user_id": "8ee4a511e5fc896f6e90ba4fc4c90652", "system__initiator_id": null, "system__environment": "production" }, "tool_mock_config": { "mocking_strategy": "none", "fallback_strategy": "raise_error", "mocked_tool_names": [] }, "tool_mock_overrides": {} }, "environment": "production", "experiment_assignments": null, "hiding_reason": null, "smb_metadata": null, "conversation_id": "conv_4801m4jzmhdef5nt4csqgvsxksep", "has_audio": true, "has_user_audio": true, "has_response_audio": true, "has_auxiliary_audio": true, "transcript": [ { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Oui bonjour, Brigitte à l'appareil, bienvenue sur le baguette Index !", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 0, "conversation_turn_metrics": { "metrics": { "convai_ttf_response_since_user_message": { "elapsed_time": 0.005032069981098175 } }, "convai_asr_provider": null, "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 1, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "user", "agent_metadata": null, "message": "Évolution site les dernières années, depuis 2015", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": null, "time_in_call_secs": 0, "conversation_turn_metrics": null, "rag_retrieval_info": null, "llm_usage": null, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": "text", "source_event_id": 2, "used_static_kb_document_ids": [], "analysis": { "user_sentiment_score": 0, "user_frustration_score": 0 }, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false }, { "role": "agent", "agent_metadata": { "agent_id": "agent_7901kszhh8kjfc0bhqnq43hx26k1", "branch_id": "agtbrch_4601kszhh8kyercvd4vvtgspqrjc", "workflow_node_id": "node_3601kswfkj8fettrbgttra5msbhz", "version_id": "agtvrsn_7701kvg135mveteb3kdn1vzfbn94" }, "message": "Euh, attendez... 2015 ? Hmmm, je ne sais pas précisément. Le Baguette Index, c'est un projet récent — on est en 2026, et l'enquête a démarré en avril 2026. Je n'ai pas d'informations sur le site avant cette date.\n\nPour le reste, le mail lebaguetteindex@gmail.com est la bonne adresse.", "multivoice_message": null, "tool_calls": [], "tool_results": [], "feedback": null, "llm_override": null, "producing_llm": "qwen36-35b-a3b", "time_in_call_secs": 0, "conversation_turn_metrics": { "metrics": { "convai_llm_service_ttf_sentence": { "elapsed_time": 0.893796696793288 }, "convai_llm_service_ttfb": { "elapsed_time": 0.2821584129706025 }, "convai_llm_service_tt_last_sentence": { "elapsed_time": 1.5623172889463603 }, "convai_ttf_response_since_user_message": { "elapsed_time": 1.7609242741018534 } }, "convai_asr_provider": null, "convai_tts_model": null, "convai_tts_cascade": null }, "rag_retrieval_info": { "chunks": [ { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "kNQVn2kdOhHl6sxWjmVq", "vector_distance": 0.08848005533218384 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "eoEOy7MCBx3GTtXuPSH4", "vector_distance": 0.08848005533218384 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "D87JaoH2WugXmxslR4EY", "vector_distance": 0.09833371639251709 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "ZOVB7YaTLspGlM0nytLO", "vector_distance": 0.10133063793182373 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "lOSUmWbzI3HIe0kMEvHL", "vector_distance": 0.10156667232513428 }, { "document_id": "9Gd0BZCFDpPibzvXuS72", "chunk_id": "fN8ngQ9VqXZcwtBSNfVl", "vector_distance": 0.10389655828475952 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "Qw3lroh9eMjWUYbkdhSU", "vector_distance": 0.10414326190948486 }, { "document_id": "2T5cg3V7oXHor4P2bS5J", "chunk_id": "tbflXkrSCqOB45ocEtcp", "vector_distance": 0.10553306341171265 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "cGtcKszchfyLwhx8C83X", "vector_distance": 0.10752594470977783 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "6ru9eHGTgakeGikv9KMj", "vector_distance": 0.10943633317947388 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "hd71uOQtgjkPzs2xL3Hj", "vector_distance": 0.1100010871887207 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "TgMVMoLiANPFYp6Rx1h7", "vector_distance": 0.11017096042633057 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "6rwf2z42rQTTKpc3p6pw", "vector_distance": 0.1104123592376709 }, { "document_id": "CTeXZX8Ky4npDo2qOfZJ", "chunk_id": "2qQPIaK0RuDNebFJBBnD", "vector_distance": 0.11066341400146484 }, { "document_id": "WUlDLakl8LQTAs6JfPtJ", "chunk_id": "kTnpdf9i1pGenxeOubOz", "vector_distance": 0.11114788055419922 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "MZOFMIROKQ2qmXdBmrLU", "vector_distance": 0.11126947402954102 }, { "document_id": "7hpDF3l4J9Z4vNTyLquM", "chunk_id": "nhpA4f34aYJEBShIs912", "vector_distance": 0.11143583059310913 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "KICVNlNrTxAFAZL9B9bd", "vector_distance": 0.11228883266448975 }, { "document_id": "qQMBXMpz5T8KS71Fn71f", "chunk_id": "r7eT0Hc0cPlpQm6AnM6a", "vector_distance": 0.1126665472984314 }, { "document_id": "4PrHfnf9AQMnrd2SQWPu", "chunk_id": "7naUzCZBd6ASWEDlfn8G", "vector_distance": 0.11295747756958008 } ], "embedding_model": "multilingual_e5_large_instruct", "retrieval_query": "Quelle a été l'évolution du site depuis 2015 ?", "rag_latency_secs": 0.17958517605438828, "used_chunk_ids": [] }, "llm_usage": { "model_usage": { "qwen36-35b-a3b": { "input": { "tokens": 215, "price": 0.00002795 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 9504, "price": 0.00123552 }, "output_total": { "tokens": 91, "price": 0.000455 } } }, "detailed_model_usage": [ { "config": { "model": "qwen36-35b-a3b", "service_tier": "standard" }, "usage": { "input": { "tokens": 215, "price": 0.00002795 }, "input_cache_read": { "tokens": 0, "price": 0 }, "input_cache_write": { "tokens": 9504, "price": 0.00123552 }, "output_total": { "tokens": 91, "price": 0.000455 } } } ] }, "interrupted": false, "ignored_as_backchannel": false, "platform_event": null, "original_message": null, "reasoning": [], "source_medium": null, "source_event_id": 2, "used_static_kb_document_ids": [], "analysis": null, "user_identifier": null, "id": null, "compaction": null, "triggered_guardrails": [], "file_input": null, "file_inputs": [], "contextual_update_info": null, "config_snapshot_id": null, "reasoned": false } ], "tag_ids": [], "realtime_config_snapshots": null, "orchestrator": "conversational", "otlp_traces": null }, "_received_at": "2026-10-10T13:32:08.941Z" } ]