diff --git a/workflows/Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG-4799/telegram_ai_chatbot_with_document-based_answers_using_openai_and_pgvector_rag.json b/workflows/Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG-4799/telegram_ai_chatbot_with_document-based_answers_using_openai_and_pgvector_rag.json new file mode 100644 index 000000000..c3e6d7d99 --- /dev/null +++ b/workflows/Telegram AI Chatbot with Document-Based Answers using OpenAI and PGVector RAG-4799/telegram_ai_chatbot_with_document-based_answers_using_openai_and_pgvector_rag.json @@ -0,0 +1 @@ +{"meta":{"instanceId":"1dbc26c48fe55fbd6f6084822260e5ffcc6df7c619b3d6ceeb699da53e67c82c","templateCredsSetupCompleted":true},"nodes":[{"id":"ab11aca6-163b-4995-a2c1-89146aca4d13","name":"OpenAI Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[3100,460],"parameters":{},"typeVersion":1},{"id":"5397732c-4b72-4d67-bc83-d131d6fe6a6a","name":"Default Data Loader","type":"@n8n/n8n-nodes-langchain.documentDefaultDataLoader","position":[2160,1000],"parameters":{},"typeVersion":1},{"id":"15b136fe-d236-4016-82e5-2cd45188cfc3","name":"Embeddings OpenAI1","type":"@n8n/n8n-nodes-langchain.embeddingsOpenAi","position":[2040,1000],"parameters":{},"typeVersion":1},{"id":"67f63eac-3d80-4453-8378-31c245e40158","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-380,160],"parameters":{"content":""},"typeVersion":1},{"id":"96577cfc-9c82-48da-a8bb-6b3c1bafc232","name":"Download File","type":"n8n-nodes-base.googleDrive","position":[560,660],"parameters":{},"executeOnce":true,"typeVersion":3},{"id":"b3805cd6-52e7-462c-9239-a573c8484bf9","name":"File Created","type":"n8n-nodes-base.googleDriveTrigger","position":[-320,660],"parameters":{},"typeVersion":1},{"id":"b6a8743b-1e69-41a4-b410-410943583512","name":"File Updated","type":"n8n-nodes-base.googleDriveTrigger","position":[-320,840],"parameters":{},"typeVersion":1},{"id":"36af5de3-7bfc-473a-a14d-f671a38c8212","name":"Extract Document Text","type":"n8n-nodes-base.extractFromFile","position":[780,660],"parameters":{},"typeVersion":1,"alwaysOutputData":true},{"id":"cb6f5d94-033e-4dd0-a09c-4d92fe07ecb6","name":"Set File ID","type":"n8n-nodes-base.set","position":[120,660],"parameters":{},"typeVersion":3.4},{"id":"23f43960-5c13-43be-9450-af9c82c5f4d2","name":"RAG AI Agent","type":"@n8n/n8n-nodes-langchain.agent","position":[3140,240],"parameters":{},"typeVersion":1.6},{"id":"a2a4faee-8109-4f55-b30b-6e6294845088","name":"Loop Over Items","type":"n8n-nodes-base.splitInBatches","position":[-100,660],"parameters":{},"typeVersion":3},{"id":"ceef932c-f667-4ed8-8014-b650a3546fb0","name":"Recursive Character Text Splitter","type":"@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter","position":[2160,1160],"parameters":{},"typeVersion":1},{"id":"f59122eb-4e34-4765-90be-86f3507e9a65","name":"When chat message received","type":"@n8n/n8n-nodes-langchain.chatTrigger","disabled":true,"position":[2600,240],"webhookId":"2e7c037a-cf2e-40c5-9bed-e0944cc03cfa","parameters":{},"typeVersion":1.1},{"id":"61852ba7-292a-4b8c-b774-6df4d2d4d7c5","name":"Create Chunks From Doc","type":"n8n-nodes-base.code","position":[1000,660],"parameters":{},"typeVersion":2},{"id":"5231cf12-4061-4793-b918-f02bd021c333","name":"Chunks To List","type":"n8n-nodes-base.splitOut","position":[1220,660],"parameters":{},"typeVersion":1},{"id":"a37aa716-8d50-4ecd-a8de-44ca198386c3","name":"Generate Contextual Text","type":"@n8n/n8n-nodes-langchain.chainLlm","position":[1440,660],"parameters":{},"typeVersion":1.4},{"id":"b053ea08-d6a9-4718-a86b-3d44aa8e19b9","name":"OpenAI Chat Model3","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[1460,820],"parameters":{},"typeVersion":1.2},{"id":"6cf0dbc3-835f-4c99-b3b0-c5db7c379394","name":"Get Values","type":"n8n-nodes-base.set","position":[1820,660],"parameters":{},"typeVersion":3.4},{"id":"05270c8c-a1de-4be9-80ff-84fbf84e8578","name":"Postgres PGVector Store","type":"@n8n/n8n-nodes-langchain.vectorStorePGVector","position":[2060,780],"parameters":{},"typeVersion":1.1},{"id":"71b60f18-4e1c-45bd-840c-5f3f113675f7","name":"Delete Old Doc Records","type":"n8n-nodes-base.postgres","position":[340,660],"parameters":{},"typeVersion":2.5},{"id":"3ff8d9fb-f420-4939-b925-03e8fa7506d7","name":"When Executed by Another Workflow","type":"n8n-nodes-base.executeWorkflowTrigger","position":[2600,400],"parameters":{},"typeVersion":1.1},{"id":"b1d273cb-1730-40eb-93e7-95305e6ce091","name":"Docs RAG Tool","type":"@n8n/n8n-nodes-langchain.vectorStorePGVector","position":[3520,380],"parameters":{},"typeVersion":1.1},{"id":"9609e4cc-6d65-4364-97f8-0e79c0b36a2d","name":"Embeddings","type":"@n8n/n8n-nodes-langchain.embeddingsOpenAi","position":[3520,520],"parameters":{},"typeVersion":1.2},{"id":"df6ee67c-f983-4428-b0b8-cd0522d45298","name":"Chat Memory","type":"@n8n/n8n-nodes-langchain.memoryPostgresChat","position":[3260,460],"parameters":{},"notesInFlow":false,"typeVersion":1},{"id":"6e33fb90-9dd1-4ef8-a5e6-9081aca23ec5","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[2540,160],"parameters":{"content":""},"typeVersion":1},{"id":"0b6cd331-8202-413f-a721-43290d9e51d0","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-380,-1180],"parameters":{"content":""},"typeVersion":1},{"id":"e2d556be-1c64-4834-b6f6-ed469753ce09","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[2540,-740],"parameters":{"content":""},"typeVersion":1},{"id":"e54d26de-fb3e-491d-a23d-3986dfd36a2e","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-380,1380],"parameters":{"content":""},"typeVersion":1},{"id":"5d1a8354-a538-44d8-8d30-fd74084e2ea3","name":"TestData","type":"n8n-nodes-base.set","notes":"You can use it for test workflow without trigger","disabled":true,"position":[2820,400],"parameters":{},"notesInFlow":true,"typeVersion":3.4}],"pinData":{},"connections":{"TestData":{"main":[[{"node":"RAG AI Agent","type":"main","index":0}]]},"Embeddings":{"ai_embedding":[[{"node":"Docs RAG Tool","type":"ai_embedding","index":0}]]},"Get Values":{"main":[[{"node":"Postgres PGVector Store","type":"main","index":0}]]},"Chat Memory":{"ai_memory":[[{"node":"RAG AI Agent","type":"ai_memory","index":0}]]},"Set File ID":{"main":[[{"node":"Delete Old Doc Records","type":"main","index":0}]]},"File Created":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"File Updated":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Docs RAG Tool":{"ai_tool":[[{"node":"RAG AI Agent","type":"ai_tool","index":0}]]},"Download File":{"main":[[{"node":"Extract Document Text","type":"main","index":0}]]},"Chunks To List":{"main":[[{"node":"Generate Contextual Text","type":"main","index":0}]]},"Loop Over Items":{"main":[[],[{"node":"Set File ID","type":"main","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"RAG AI Agent","type":"ai_languageModel","index":0}]]},"Embeddings OpenAI1":{"ai_embedding":[[{"node":"Postgres PGVector Store","type":"ai_embedding","index":0}]]},"OpenAI Chat Model3":{"ai_languageModel":[[{"node":"Generate Contextual Text","type":"ai_languageModel","index":0}]]},"Default Data Loader":{"ai_document":[[{"node":"Postgres PGVector Store","type":"ai_document","index":0}]]},"Extract Document Text":{"main":[[{"node":"Create Chunks From Doc","type":"main","index":0}]]},"Create Chunks From Doc":{"main":[[{"node":"Chunks To List","type":"main","index":0}]]},"Delete Old Doc Records":{"main":[[{"node":"Download File","type":"main","index":0}]]},"Postgres PGVector Store":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Generate Contextual Text":{"main":[[{"node":"Get Values","type":"main","index":0}]]},"When chat message received":{"main":[[]]},"Recursive Character Text Splitter":{"ai_textSplitter":[[{"node":"Default Data Loader","type":"ai_textSplitter","index":0}]]},"When Executed by Another Workflow":{"main":[[{"node":"TestData","type":"main","index":0}]]}}} \ No newline at end of file