Forget lengthy development cycles and expensive machine learning teams. With Fine-Tuner you can build sophisticated, tailored AI agents without technical skills or coding - just bring your data and ideas.
\nThe Fine-Tuner REST API provides API endpoints for Fine-Tuner data types that allow to interact with your AI models remotely by sending and receiving JSON.
\nAuthentication to the Fine-Tuner API is performed via HTTP Bearer Authentication. Provide your API Key in the Authorization request header with the Bearer authentication scheme.
curl -H \"Authorization: Bearer API_KEY\" https://fine-tuner.ai/api/1.1/wf/...\n\nTo generate the API Key:
\nEach model carries its own distinct Model ID. To effectively use this, include the Model ID within the body of your request.
\nAfter you've selected a deployed model, such as \"Sales Agent\", you'll notice the \"More Info\" button located in the right corner of your screen. Click on the button and copy the Model ID. This ID should be included as the 'model' parameter in the JSON body of your request for seamless operation.
\n","schema":"https://schema.getpostman.com/json/collection/v2.0.0/collection.json","toc":[],"owner":"16121768","collectionId":"1b115327-fffb-40e5-a6d0-a19b42f435dc","publishedId":"2s93sW8v1T","public":true,"customColor":{"top-bar":"FFFFFF","right-sidebar":"303030","highlight":"4760FD"},"publishDate":"2023-11-06T17:55:51.000Z"},"item":[{"name":"Text-Based Chat Assistant","item":[{"name":"Create","id":"491949e4-9f76-44e7-9b80-7c07ef9d31a5","protocolProfileBehavior":{"disableBodyPruning":true},"request":{"method":"GET","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"url":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_create","description":"This endpoint creates a new agent and retrieves it's model id.
\n","auth":{"type":"bearer","bearer":{"basicConfig":[{"key":"token","value":" {{API Key}}"}]},"isInherited":true,"source":{"_postman_id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","name":"Fine-Tuner","type":"collection"}},"urlObject":{"protocol":"https","path":["api","1.1","wf","v2_chatbot_salesgpt_create"],"host":["fine-tuner","ai"],"query":[],"variable":[]}},"response":[{"id":"a2a38d94-8131-43fb-907e-e57eac7c0f80","name":"Create","originalRequest":{"method":"GET","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"url":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_create"},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Date","value":"Thu, 03 Aug 2023 12:29:40 GMT"},{"key":"Content-Type","value":"application/json"},{"key":"Transfer-Encoding","value":"chunked"},{"key":"Connection","value":"keep-alive"},{"key":"x-powered-by","value":"Express"},{"key":"access-control-allow-origin","value":"*"},{"key":"x-bubble-perf","value":"{\"total\":851.8,\"percents\":{\"top\":{\"bubble_cpu\":13,\"block\":86.8,\"capacity_rl\":0,\"other_pause\":0,\"pre_fiber\":0.1},\"sub\":{\"pp_userdb\":5.3,\"pp_wait_userdb\":0,\"http_request\":48.7,\"serverjson\":16.3,\"appserver_cache_misses_time\":0,\"redis\":18.1,\"fiber_queue\":0.8,\"capacity_wait\":0.3}},\"counts\":{\"pp_userdb\":5,\"http_request\":1,\"derived_build\":0,\"derived_cache_attempts\":2,\"derived_cache_memory_misses\":2,\"serverjson\":68,\"appserver_cache_attempts\":1,\"appserver_mem_cache_hits\":0,\"appserver_cache_hits\":1,\"appserver_cache_misses\":0,\"redis\":115,\"fiber_queue\":114,\"blocks\":113},\"misc\":{\"userdb_results\":8,\"userdb_data\":3508,\"spent_time\":25631328,\"derived_build_time_spent\":0}}"},{"key":"x-bubble-capacity-used","value":"0.394 unit-seconds used"},{"key":"x-bubble-capacity-limit","value":"0 ms slower"},{"key":"vary","value":"Accept-Encoding"},{"key":"CF-Cache-Status","value":"DYNAMIC"},{"key":"Server","value":"cloudflare"},{"key":"CF-RAY","value":"7f0e9142de54717a-DUS"},{"key":"Content-Encoding","value":"br"}],"cookie":[],"responseTime":null,"body":"{\n \"status\": \"success\",\n \"response\": {\n \"model\": \"1691065780492x702529681946129300\"\n }\n}"}],"_postman_id":"491949e4-9f76-44e7-9b80-7c07ef9d31a5"},{"name":"Inference","id":"79d1059a-ddd1-4639-ac8a-86ca72049d4d","protocolProfileBehavior":{"disableBodyPruning":true},"request":{"method":"POST","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"body":{"mode":"raw","raw":"{\r\n \"model\": \"{{Model ID}}\", //Please replace with appropriate Model_ID.\r\n \"query\": \"Hey\",\r\n \"user_id\": \"test123\"\r\n}","options":{"raw":{"language":"json"}}},"url":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_inference","description":"This endpoint facilitates the interaction with a Sales Agent to generate responses or perform an inference. It requires the models unique identifier and a prompt message.
\n","auth":{"type":"bearer","bearer":{"basicConfig":[{"key":"token","value":" {{API Key}}"}]},"isInherited":true,"source":{"_postman_id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","name":"Fine-Tuner","type":"collection"}},"urlObject":{"protocol":"https","path":["api","1.1","wf","v2_chatbot_salesgpt_inference"],"host":["fine-tuner","ai"],"query":[],"variable":[]}},"response":[{"id":"0535707e-ff8b-468e-9c29-848642b30d92","name":"Inference","originalRequest":{"method":"POST","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"body":{"mode":"raw","raw":"{\r\n \"model\": \"1693823952426x446229083458371600\",\r\n \"query\": \"whatβs eigenlayer?\",\r\n \"user_id\": \"demo123\"\r\n}","options":{"raw":{"language":"json"}}},"url":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_inference"},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Date","value":"Sat, 15 Jul 2023 16:15:32 GMT"},{"key":"Content-Type","name":"Content-Type","value":"application/json","description":"","type":"text"},{"key":"Transfer-Encoding","value":"chunked"},{"key":"Connection","value":"keep-alive"},{"key":"x-powered-by","value":"Express"},{"key":"access-control-allow-origin","value":"*"},{"key":"x-bubble-perf","value":"{\"total\":4984,\"percents\":{\"top\":{\"bubble_cpu\":1.9,\"block\":98.1,\"capacity_rl\":0,\"other_pause\":0,\"pre_fiber\":0},\"sub\":{\"pp_userdb\":0.6,\"pp_wait_userdb\":0,\"http_request\":93,\"serverjson\":1.2,\"appserver_cache_misses_time\":0,\"redis\":1.7,\"fiber_queue\":0.2,\"capacity_wait\":0.1}},\"counts\":{\"pp_userdb\":4,\"http_request\":1,\"derived_build\":0,\"derived_cache_attempts\":2,\"derived_cache_memory_misses\":2,\"serverjson\":84,\"appserver_cache_attempts\":1,\"appserver_mem_cache_hits\":0,\"appserver_cache_hits\":1,\"appserver_cache_misses\":0,\"redis\":130,\"fiber_queue\":129,\"blocks\":128},\"misc\":{\"userdb_results\":4,\"userdb_data\":3227,\"spent_time\":22979783,\"derived_build_time_spent\":0}}"},{"key":"x-bubble-capacity-used","value":"0.354 unit-seconds used"},{"key":"x-bubble-capacity-limit","value":"0 ms slower"},{"key":"vary","value":"Accept-Encoding"},{"key":"CF-Cache-Status","value":"DYNAMIC"},{"key":"Server","value":"cloudflare"},{"key":"CF-RAY","value":"7e734de4ab3b215d-DUS"},{"key":"Content-Encoding","value":"br"}],"cookie":[],"responseTime":null,"body":"{\n \"status\": \"success\",\n \"response\": {\n \"answer\": \"Great, with a loan amount of 500k and a term of 10 years, we can definitely find a suitable option for you. Let's discuss further details to ensure we find the best fit for your needs. \",\n \"recommendations\": [\n \"\\\"Max Loan Amount\\\": \\\"20000000\\\"\",\n \"\\\"Max Term\\\": \\\"10\\\"\",\n \"\\\"Max Loan Amount\\\": \\\"10000000\\\"\",\n \"\\\"Max Term\\\": \\\"10\\\"\",\n \"\\\"Max Loan Amount\\\": \\\"500000000\\\"\",\n \"\\\"Max Term\\\": \\\"10\\\"\"\n ],\n \"conversation_stage\": \"1\",\n \"conversation_stage_description\": \"demo\",\n \"resources\": [\n {\n \"type\": \"audio\",\n \"url\": \"https://storage.googleapis.com/audio-files-text-to-speech/1be04f4d-76ec-4170-b620-d7ff76d14def.wav\"\n }\n ],\n \"tools_used\": [\n {\n \"name\": \"Browser\",\n \"payload\": {\n \"method\": \"search_engine\",\n \"urls\": [],\n \"query\": \"What is the definition of eigenlayer?\",\n \"result\": \"EigenLayer is a middleware that is being built on the Ethereum network to commoditize decentralized trust. Protocols that look to integrate EigenLayer will be able to leverage Ethereum's highly secure trust network. EigenLayer is an innovative protocol built on the Ethereum blockchain, introducing the concept of 'restaking'. Restaking is a novel primitive in crypto-economic security, which allows for the reuse of staked ETH or liquid staking tokens (LST) on the consensus layer. EigenLayer is a restaking protocol for Ethereum that enables existing ETH stakers to opt in to validating new software modules (e.g. consensus protocols, data availability layers, oracles,... βοΈ Eigenlayer is a middleware protocol that introduces restaking. Eigenlayer allows the reuse of ETH in staking to secure other protocols on Ethereum. π§\\u200dπ» The technological pillars behind Eigenlayer are pooled security through restaking and an open marketplace mechanism. Summary EigenLayer is a protocol built on Ethereum that introduces restaking, a new primitive in cryptoeconomic security. This primitive enables the rehypothetication of $ETH on the consensus layer.\"\n }\n }\n ],\n \"sources\": [\n {\n \"source\": \"https://e32d51af3de97804b3f8dcfcb7e70a04.cdn.bubble.io/f1693838324765x325002871815536240/whitepaper.pdf\",\n \"page_row\": \"0\"\n },\n {\n \"source\": \"https://e32d51af3de97804b3f8dcfcb7e70a04.cdn.bubble.io/f1693838324765x325002871815536240/whitepaper.pdf\",\n \"page_row\": \"11\"\n }\n ]\n }\n}"}],"_postman_id":"79d1059a-ddd1-4639-ac8a-86ca72049d4d"},{"name":"Logs","id":"cacc9926-c8e4-4bc4-bafe-53ddb131e957","protocolProfileBehavior":{"disableBodyPruning":true},"request":{"method":"GET","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"url":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_log?model={{Model ID}}&from={{Date from}}&to={{Date to}}","description":"This endpoint retrieves the full log of the agent included the extracted entity (e.g. lead capture).
\n","auth":{"type":"bearer","bearer":{"basicConfig":[{"key":"token","value":" {{API Key}}"}]},"isInherited":true,"source":{"_postman_id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","name":"Fine-Tuner","type":"collection"}},"urlObject":{"protocol":"https","path":["api","1.1","wf","v2_chatbot_salesgpt_log"],"host":["fine-tuner","ai"],"query":[{"description":{"content":"Please replace with appropriate Model ID
\n","type":"text/plain"},"key":"model","value":"{{Model ID}}"},{"description":{"content":"optional
\n","type":"text/plain"},"key":"from","value":"{{Date from}}"},{"description":{"content":"optional
\n","type":"text/plain"},"key":"to","value":"{{Date to}}"}],"variable":[]}},"response":[{"id":"fe6eeb5e-cb44-4747-89b3-2a51db664d81","name":"Logs","originalRequest":{"method":"GET","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"url":{"raw":"https://fine-tuner.ai/api/1.1/wf/v2_chatbot_salesgpt_log?model=1691679123700x329286864853008400&from=2023-09-02&to=2023-09-04","protocol":"https","host":["fine-tuner","ai"],"path":["api","1.1","wf","v2_chatbot_salesgpt_log"],"query":[{"key":"model","value":"1691679123700x329286864853008400"},{"key":"from","value":"2023-09-02"},{"key":"to","value":"2023-09-04"}]}},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Date","value":"Mon, 04 Sep 2023 10:13:54 GMT"},{"key":"Content-Type","name":"Content-Type","value":"application/json","description":"","type":"text"},{"key":"Transfer-Encoding","value":"chunked"},{"key":"Connection","value":"keep-alive"},{"key":"x-powered-by","value":"Express"},{"key":"access-control-allow-origin","value":"*"},{"key":"x-bubble-perf","value":"{\"total\":176.3,\"percents\":{\"top\":{\"bubble_cpu\":24,\"block\":74.2,\"capacity_rl\":0,\"other_pause\":0,\"pre_fiber\":0.3},\"sub\":{\"pp_userdb\":5.7,\"pp_wait_userdb\":0,\"http_request\":0,\"serverjson\":16.5,\"appserver_cache_misses_time\":0,\"redis\":28.5,\"fiber_queue\":1,\"capacity_wait\":0}},\"counts\":{\"pp_userdb\":3,\"http_request\":0,\"derived_build\":0,\"derived_cache_attempts\":2,\"derived_cache_memory_misses\":2,\"serverjson\":22,\"appserver_cache_attempts\":1,\"appserver_mem_cache_hits\":0,\"appserver_cache_hits\":1,\"appserver_cache_misses\":0,\"redis\":46,\"fiber_queue\":46,\"blocks\":45},\"misc\":{\"userdb_results\":4,\"userdb_data\":3067,\"spent_time\":8356134,\"derived_build_time_spent\":0}}"},{"key":"x-bubble-capacity-used","value":"0.129 unit-seconds used"},{"key":"x-bubble-capacity-limit","value":"0 ms slower"},{"key":"vary","value":"Accept-Encoding"},{"key":"CF-Cache-Status","value":"DYNAMIC"},{"key":"Server","value":"cloudflare"},{"key":"CF-RAY","value":"801576653b53cb1e-DUS"},{"key":"Content-Encoding","value":"br"}],"cookie":[],"responseTime":null,"body":"{\n \"status\": \"success\",\n \"logs\": [\n {\n \"created_date\": \"2023-09-04T10:04:14.025Z\",\n \"completion\": \"You're welcome, Albert! If you have any questions about our products or if you'd like to know more about how we can help improve your sleep, feel free to ask.\",\n \"prompt\": \"cool thanks\",\n \"session_id\": \"cLJpBd2jl5xNNDamjTAPrx4GQmbM\",\n \"extracted_entity\": []\n },\n {\n \"created_date\": \"2023-09-04T09:51:03.371Z\",\n \"completion\": \"Hi Albert, this is Ted Lasso from Sleep Haven. I hope you're doing well. I'm reaching out to see if you're interested in improving your sleep quality with our premium mattresses.\",\n \"prompt\": \"Hey, my email is albert@fine-tuner.ai, my phone is +49135156646315\",\n \"session_id\": \"cLJpBd2jl5xNNDamjTAPrx4GQmbM\",\n \"extracted_entity\": [\n {\n \"Email\": \"albert@fine-tuner.ai\"\n },\n {\n \"Phone\": \"49135156646315\"\n }\n ]\n }\n ]\n}"}],"_postman_id":"cacc9926-c8e4-4bc4-bafe-53ddb131e957"}],"id":"e51e768e-c56a-4168-86dd-25a6284e3e01","description":"Our most versatile Agent that engages in conversation like a human and adapts its responses based on the specific context of a conversation. It can be used in many areas, like Sales, Customer support, Education, Healthcare, Recruiting and more.
\nIncludes tools such as:
\nStage Recognition: The Agent has a 'Stage Recognition' capability. When activated, it can recognize which stage is the Agent at and adjust it's behaviour accordingly.
\nEntity Extraction: Extraction keys enable the agent to identify, extract, and store relevant information during its interactions.
\nProduct Recommendations: When this feature is activated, it enables the agent to suggest product recommendations seamlessly within the conversation, drawing from the uploaded product data as needed.
\nText to Speech: When this feature is activated, it allows the AI Agent to transmute text responses into audible speech.
\n","_postman_id":"e51e768e-c56a-4168-86dd-25a6284e3e01","auth":{"type":"bearer","bearer":{"basicConfig":[{"key":"token","value":" {{API Key}}"}]},"isInherited":true,"source":{"_postman_id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","name":"Fine-Tuner","type":"collection"}}},{"name":"Real-Time Voice Assistant","item":[{"name":"Voice call","id":"00638ed4-7a35-4b69-82a0-ce860a2f8e99","protocolProfileBehavior":{"disableBodyPruning":true},"request":{"method":"POST","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"body":{"mode":"raw","raw":"{\r\n \"model\": \"{{Model ID}}\", //Please replace with appropriate Model_ID.\r\n \"phone\": \"+12345678987\",\r\n \"name\": \"test123\",\r\n \"external_webhook_url\": \"\",\r\n \"custom_variables\": [\r\n \"Key1: Value1\",\r\n \"key2: Value2\"\r\n ]\r\n}","options":{"raw":{"language":"json"}}},"url":"https://fine-tuner.ai/api/1.1/wf/v2_voice_agent_call","description":"At the end of the call we'll send a POST request to the URL provided via external_webhook parameter. Payload example:
\n{\n \"lead\": {\n \"name\": \"Sample Name\",\n \"phone_number\": \"123-456-7890\",\n \"custom_data\": {\"key1\": \"value1\", \"key2\": \"value2\"}\n },\n \"call\": {\n \"status\": \"completed\",\n \"model_id\": \"sample_model_id\",\n \"timezone\": \"UTC\",\n \"call_id\": \"sample_call_id\",\n \"duration\": 12345,\n \"start_time\": \"Sample Translated Time\",\n \"transcript\": \"Sample Transcript\"\n },\n \"tools\": [\n {\n \"name\": \"send_sms_action\",\n \"enabled\": false,\n \"sent\": false,\n \"message\": \"\",\n \"error_message\": \"\"\n }\n ]\n}\n\nOur AI Voice Assistants qualify leads, book appointments faster, and completely automate your sales outreach.
\nπ Outbound Calls
\nπ 24/7 Inbound Call Handling
\nπ Read Availability & Schedule Appointments
\nThis endpoint allows users to vectorize text data and stores those in the vector database.
\n","auth":{"type":"bearer","bearer":{"basicConfig":[{"key":"token","value":" {{API Key}}"}]},"isInherited":true,"source":{"_postman_id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","id":"1b115327-fffb-40e5-a6d0-a19b42f435dc","name":"Fine-Tuner","type":"collection"}},"urlObject":{"protocol":"https","path":["api","1.1","wf","v2_embeddings_upsert"],"host":["fine-tuner","ai"],"query":[],"variable":[]}},"response":[{"id":"c9dd9a2a-d86e-4c3a-b378-586ff6abab90","name":"Upload vectors","originalRequest":{"method":"POST","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"body":{"mode":"raw","raw":"{\r\n \"model\": \"1689374744728x557501484511264800\",\r\n \"doc_type\": \"url\",\r\n \"doc_string\": \"https://notion.so\"\r\n}","options":{"raw":{"language":"json"}}},"url":"https://fine-tuner.ai/api/1.1/wf/v2_embeddings_upsert"},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Date","value":"Sat, 15 Jul 2023 16:38:03 GMT"},{"key":"Content-Type","value":"application/json"},{"key":"Transfer-Encoding","value":"chunked"},{"key":"Connection","value":"keep-alive"},{"key":"x-powered-by","value":"Express"},{"key":"access-control-allow-origin","value":"*"},{"key":"x-bubble-perf","value":"{\"total\":1267.6,\"percents\":{\"top\":{\"bubble_cpu\":9,\"block\":91,\"capacity_rl\":0,\"other_pause\":0,\"pre_fiber\":0.1},\"sub\":{\"pp_userdb\":2.8,\"pp_wait_userdb\":0,\"http_request\":56.2,\"serverjson\":36.7,\"appserver_cache_misses_time\":0,\"redis\":24,\"fiber_queue\":1.2,\"capacity_wait\":0.8}},\"counts\":{\"pp_userdb\":4,\"http_request\":1,\"derived_build\":0,\"derived_cache_attempts\":3,\"derived_cache_memory_misses\":3,\"serverjson\":116,\"appserver_cache_attempts\":2,\"appserver_mem_cache_hits\":0,\"appserver_cache_hits\":1,\"appserver_cache_misses\":1,\"redis\":143,\"fiber_queue\":138,\"blocks\":137},\"misc\":{\"userdb_results\":4,\"userdb_data\":770,\"spent_time\":24034072,\"derived_build_time_spent\":0}}"},{"key":"x-bubble-capacity-used","value":"0.37 unit-seconds used"},{"key":"x-bubble-capacity-limit","value":"0 ms slower"},{"key":"vary","value":"Accept-Encoding"},{"key":"CF-Cache-Status","value":"DYNAMIC"},{"key":"Server","value":"cloudflare"},{"key":"CF-RAY","value":"7e736ef7d84acad9-DUS"},{"key":"Content-Encoding","value":"br"}],"cookie":[],"responseTime":null,"body":"{\n \"status\": \"success\",\n \"response\": {\n \"status\": \"ok\",\n \"source_id\": \"1689439082640x530775786833510600\"\n }\n}"}],"_postman_id":"7d391b98-32e1-4af4-b74f-f03b3ca70772"},{"name":"Query vectors","id":"df020ba0-7b3c-426f-bbdf-b2551415baf5","protocolProfileBehavior":{"disableBodyPruning":true},"request":{"method":"POST","header":[{"key":"Content-Type","value":"application/json","type":"text"}],"body":{"mode":"raw","raw":"{\r\n \"model\": \"{{Model ID}}\", //Please replace with appropriate Model_ID.\r\n \"prompt\": \"staking\",\r\n \"top_K\": 2\r\n}","options":{"raw":{"language":"json"}}},"url":"https://fine-tuner.ai/api/1.1/wf/v2_embeddings_query","description":"Queries vectors from the database based on similarity search. This endpoint allows users to find the most similar vectors to a given input text.
\nEndFragment
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