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Analiza techniczna akcji z wykorzystaniem Telegramu, Airtable i agenta AI opartego na GPT

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Przewodnik wideo

Przygotowałem szczegółowy przewodnik, który demonstruje pełny proces tworzenia automatyzacji agenta handlowego przy użyciu n8n i Telegrama. Pokazuje płynną integrację różnych funkcji do analizy akcji.

Link do YouTube

Dla kogo jest ten workflow?

Ten workflow jest idealny dla traderów, analityków finansowych i programistów, którzy chcą zautomatyzować analizę akcji poprzez Telegram. Szczególnie przydatny jest dla osób, które chcą wykorzystać narzędzia AI do analizy technicznej bez konieczności pisania skomplikowanego kodu.

Jaki problem rozwiązuje ten workflow?

Wielu traderów potrzebuje analizy danych giełdowych w czasie rzeczywistym, ale brakuje im wiedzy technicznej lub narzędzi do przeprowadzenia dogłębnej analizy. Ten workflow pozwala użytkownikom na łatwą interakcję z AI agentem handlowym poprzez Telegram w celu płynnej analizy akcji, generowania wykresów i oceny technicznej, eliminując potrzebę ręcznych interwencji.

Co robi ten workflow?

Ten workflow wykorzystuje n8n do zbudowania kompleksowego procesu automatyzacji analizy akcji poprzez komunikację Telegram. Konfiguracja obejmuje:

  • Odbieranie wiadomości poprzez bota Telegram.
  • Przetwarzanie wiadomości głosowych lub tekstowych dotyczących zapytań handlowych.
  • Transkrypcję audio przy użyciu API OpenAI w celu interpretacji.
  • Gromadzenie i wyświetlanie wykresów na podstawie parametrów określonych przez użytkownika.
  • Przeprowadzanie analizy technicznej na wygenerowanych wykresach.
  • Wysyłanie zanalizowanych wyników z powrotem poprzez Telegram.

Konfiguracja

  • Przygotuj Airtable: Utwórz prostą tabelę do przechowywania tickerów.
  • Przygotuj bota Telegram: Upewnij się, że Twój bot Telegram jest poprawnie skonfigurowany i nasłuchuje nowych wiadomości.
  • Zastąp dane uwierzytelniające: Zaktualizuj wszystkie węzły poprawnymi danymi uwierzytelniającymi i kluczami API dla zaangażowanych usług.
  • Skonfiguruj punkty końcowe API: Upewnij się, że adresy URL usługi wykresów są poprawnie ustawione, aby właściwie współdziałać z odpowiednimi API.
  • Rozpocznij interakcję: Wyślij wiadomość do swojego bota, aby zainicjować analizę; określ symbole tickerów i pożądane style wykresów, jeśli jest to wymagane.

Przykłady zastosowań

Ta automatyzacja może być wykorzystana w wielu scenariuszach związanych z handlem i analizą rynkową. Oto kilka potencjalnych zastosowań:

  • Automatyczne generowanie raportów technicznych dla wybranych akcji.
  • Monitorowanie w czasie rzeczywistym sygnałów handlowych i powiadamianie użytkownika.
  • Analiza sentymentu na podstawie wiadomości głosowych lub tekstowych.
  • Tworzenie spersonalizowanych wykresów na żądanie dla szybkiej oceny sytuacji rynkowej.
  • Integracja z innymi narzędziami analitycznymi w celu kompleksowej oceny rynku.
  • Automatyczne alerty o zmianach cenowych lub wolumenowych dla określonych akcji.
  • Wsparcie w podejmowaniu decyzji handlowych poprzez dostarczanie analiz technicznych w czasie rzeczywistym.

   Skopiuj kod szablonu   
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You can perform technical analysis using the **GetChart** tool to generate stock graphs.  nnn# Instructions nn1. Begin by offering a warm and professional greeting.n2. Maintain a conversational style when discussing finance and stock markets.n3. If a user requests technical analysis of a stock, supplying its ticker:n- Send only the stock ticker to the GetChart tool.n- Present the chart's analysis and insights in a conversational format.n4. When addressing financial subjects, provide thorough, easy-to-understand explanations suitable for the user's knowledge.n5. Refrain from giving direct financial recommendations(buy or sell) or making predictions.nnn## Tools  nn- **GetChart**: Used for generating stock graphs based on provided tickers.  nn## Standard Operating Procedurenn1. Interact with the user: Maintain a professional and approachable demeanor.n2. Conduct stock analysis:n- Upon request for technical analysis, send the stock's ticker symbol to the GetChart tool.n- Present the chart's findings in an easy-to-understand, conversational manner.n3. Clarify financial topics: Simplify intricate terms into accessible explanations suitable for the user's knowledge level.n4. Refrain from offering financial recommendations: Deliver information and analysis without suggesting specific actions.n5. 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}}","rightValue":""}]},"renameOutput":true}]},"options":{}},"typeVersion":3.2},{"id":"1d27102b-47c9-4aa7-a93c-71699326960d","name":"Transcribe","type":"@n8n/n8n-nodes-langchain.openAi","position":[1460,240],"parameters":{"options":{},"resource":"audio","operation":"transcribe"},"credentials":{"openAiApi":{"id":"9RivS2BmSh1DDBFm","name":"OpenAI Philipp"}},"typeVersion":1.6},{"id":"1252b926-9965-4499-a539-3c7e2a7eb151","name":"Download File","type":"n8n-nodes-base.telegram","position":[1300,240],"webhookId":"83bb7385-33f6-4105-8294-1a91c0ebbee5","parameters":{"fileId":"={{ $json.message.voice.file_id }}","resource":"file"},"credentials":{"telegramApi":{"id":"UajcuBAYm5PEbptW","name":"Telegram Philipp"}},"typeVersion":1.2},{"id":"3777f861-d933-4a95-af74-2e787beda709","name":"Set Text","type":"n8n-nodes-base.set","position":[1360,440],"parameters":{"options":{},"assignments":{"assignments":[{"id":"fe7ecc99-e1e8-4a5e-bdd6-6fce9757b234","name":"text","type":"string","value":"={{ 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Your primary responsibility is to scrutinize provided financial charts and deliver comprehensive assessments of their technical dimensions. This includes examining candlestick formations, Moving Average Convergence Divergence (MACD) metrics, trading volume patterns, **Relative Strength Index (RSI), Stochastic RSI**, and prevailing market sentiment. Your analysis should be a thorough dissection of the chart, pinpointing critical areas and offering practical insights.nnWhen evaluating a stock chart, ensure the inclusion of the following:nn1. **Candlestick Pattern Interpretation**:n - Recognize and articulate the significance of any notable candlestick formations (e.g., bullish engulfing, doji, hammer).n - Provide commentary on the prevailing market direction (upward, downward, or lateral).n - Identify potential zones for price surges or retracements.nn2. **Relative Strength Index (RSI) Examination**:n - **Extract the numerical RSI value from the chart.**n - Describe the current RSI value and its market positioning (e.g., overbought, oversold, neutral) **based on the extracted value.**n - Explain how the extracted RSI value and its trend either support or oppose the ongoing price trend.n - Identify any divergences between RSI values and price movement **that can be discerned from the chart.**nn3. **Stochastic RSI Scrutiny(Stoch RSI)**:n - **Extract the numerical values of the Stochastic RSI's K and D lines from the chart.**n - Detail the present values of the K and D lines **based on the extracted numerical data.**n - Analyze any crossovers or divergences observed between the K and D lines **based on the extracted values and their visual representation.**n - Explain how the extracted Stochastic RSI readings and their relationship either support or oppose the prevailing market momentum.nnnDeliver your analysis with clarity, precision, and an emphasis on data. Your objective is to furnish traders and investors with actionable information that facilitates well-informed decision-making. Always justify your conclusions with clear reasoning derived from the chart.","modelId":{"__rl":true,"mode":"list","value":"gpt-4o","cachedResultName":"GPT-4O"},"options":{"detail":"auto"},"resource":"image","simplify":false,"inputType":"base64","operation":"analyze"},"credentials":{"openAiApi":{"id":"9RivS2BmSh1DDBFm","name":"OpenAI Philipp"}},"typeVersion":1.8},{"id":"92b4c7c2-8f0e-48a1-8ecf-01f74e612657","name":"Webhook","type":"n8n-nodes-base.webhook","position":[1300,60],"webhookId":"12a80fbc-ac59-48f3-b6fd-683d7c420995","parameters":{"path":"12a80fbc-ac59-48f3-b6fd-683d7c420995","options":{},"httpMethod":"POST","responseMode":"lastNode"},"typeVersion":2},{"id":"e1d42095-3bcf-4841-b18c-6f8165576bc7","name":"Set Text1","type":"n8n-nodes-base.set","position":[1460,60],"parameters":{"options":{},"assignments":{"assignments":[{"id":"fe7ecc99-e1e8-4a5e-bdd6-6fce9757b234","name":"text","type":"string","value":"={{ $json.body.text }}"}]}},"typeVersion":3.4},{"id":"5f0649d2-3f7d-42b8-a630-5dfb03035052","name":"Save Ticker","type":"n8n-nodes-base.airtableTool","position":[2020,540],"parameters":{"base":{"__rl":true,"mode":"list","value":"appXcdIeEEGCEUIti","cachedResultUrl":"https://airtable.com/appXcdIeEEGCEUIti","cachedResultName":"Trading"},"table":{"__rl":true,"mode":"list","value":"tblD0HsMed7uPgPsZ","cachedResultUrl":"https://airtable.com/appXcdIeEEGCEUIti/tblD0HsMed7uPgPsZ","cachedResultName":"Tickers"},"columns":{"value":{"Name":"={{ $fromAI("ticker") }}"},"schema":[{"id":"Name","type":"string","display":true,"removed":false,"readOnly":false,"required":false,"displayName":"Name","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":["Name"],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"create","descriptionType":"manual","toolDescription":"Use the tool when user asks to save ticker for future reports"},"credentials":{"airtableTokenApi":{"id":"XT7hvl1w201jtBhx","name":"Philipp Key 2"}},"typeVersion":2.1},{"id":"b4bf95da-8be0-447c-9b83-b1a60ab95d41","name":"Loop Over Items","type":"n8n-nodes-base.splitInBatches","position":[1200,1340],"parameters":{"options":{}},"typeVersion":3},{"id":"e7061b7f-8058-430d-bc3c-92efdfa84131","name":"Schedule Trigger","type":"n8n-nodes-base.scheduleTrigger","position":[800,1340],"parameters":{"rule":{"interval":[{}]}},"typeVersion":1.2},{"id":"4adbd0b3-8246-43a2-b1fb-114add46f35d","name":"Run Agent","type":"n8n-nodes-base.httpRequest","position":[1380,1420],"parameters":{"url":"http://localhost:5678/webhook/12a80fbc-ac59-48f3-b6fd-683d7c420995","method":"POST","options":{},"sendBody":true,"sendHeaders":true,"bodyParameters":{"parameters":[{"name":"=text","value":"=Please analyze {{ $json.Name }} stocks"}]},"headerParameters":{"parameters":[{"name":"content-type","value":"application/json"}]}},"typeVersion":4.2},{"id":"59c87621-13bb-46fe-94ab-c631654ba0e0","name":"Get tokens","type":"n8n-nodes-base.airtable","position":[1000,1340],"parameters":{"base":{"__rl":true,"mode":"list","value":"appXcdIeEEGCEUIti","cachedResultUrl":"https://airtable.com/appXcdIeEEGCEUIti","cachedResultName":"Trading"},"table":{"__rl":true,"mode":"list","value":"tblD0HsMed7uPgPsZ","cachedResultUrl":"https://airtable.com/appXcdIeEEGCEUIti/tblD0HsMed7uPgPsZ","cachedResultName":"Tickers"},"options":{},"operation":"search"},"credentials":{"airtableTokenApi":{"id":"XT7hvl1w201jtBhx","name":"Philipp Key 2"}},"typeVersion":2.1},{"id":"4d44a382-8dd6-4a83-8a02-6e060feb24a8","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[720,20],"parameters":{"color":4,"width":1540,"height":780,"content":"## Scenario 1 - AI Agent"},"typeVersion":1},{"id":"60e58a9c-07d1-497a-b65b-8346e7d3f0ca","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[720,1220],"parameters":{"width":1540,"height":420,"content":"## Scenario 2 - Scheduled analyses"},"typeVersion":1},{"id":"330b32f3-a965-497d-ac1f-807416cfb297","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[720,840],"parameters":{"width":1540,"height":320,"content":"## Scenario 1 - Get Chart "},"typeVersion":1},{"id":"91e34e31-7a13-43b5-934d-af714b238ac7","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[760,500],"parameters":{"height":80,"content":"### Replace Telegram connection"},"typeVersion":1},{"id":"fdca89e7-3e31-49f2-b0ed-d703fed3803e","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[1700,700],"parameters":{"height":80,"content":"### Replace Chat ID"},"typeVersion":1},{"id":"01c9ecc5-6326-45b9-9f2a-863e4518893f","name":"Sticky Note6","type":"n8n-nodes-base.stickyNote","position":[1160,860],"parameters":{"color":3,"width":220,"height":80,"content":"### Replace API key (header = x-api-key) and chart settings"},"typeVersion":1},{"id":"322d6cc7-4793-455f-a112-e5e0f1df21d5","name":"Sticky Note7","type":"n8n-nodes-base.stickyNote","position":[1780,860],"parameters":{"color":3,"width":220,"height":80,"content":"### Replace Chat ID"},"typeVersion":1},{"id":"b33faeeb-d109-4984-927c-fa32878a6384","name":"Sticky Note8","type":"n8n-nodes-base.stickyNote","position":[1980,220],"parameters":{"color":3,"width":220,"height":80,"content":"### Replace Chat ID"},"typeVersion":1},{"id":"6c11f9e9-f83e-42d3-9c31-3d9c4007b23a","name":"Sticky Note11","type":"n8n-nodes-base.stickyNote","position":[260,620],"parameters":{"color":7,"width":330.5152611046425,"height":239.5888196628349,"content":"### ... or watch set up video [11 min]n[![Youtube Thumbnail](https://res.cloudinary.com/de9jgixzm/image/upload/v1740845597/Youtube%20Thumbs/Video%2022%20-%20Philipp%20Trading%20Blur.png)](https://youtu.be/94vh6hSiP9s)n"},"typeVersion":1},{"id":"09704bed-c71b-4dd1-a843-eb5c2fdb568d","name":"Sticky Note9","type":"n8n-nodes-base.stickyNote","position":[-40,620],"parameters":{"color":7,"width":280,"height":586,"content":"### Setupnn1. **Prepare Airtable**:n - Create simple table to store tickers.nn2. **Prepare Telegram Bot**:n - Ensure your Telegram bot is set up correctly and listening for new messages.nn3. **Replace Credentials**:n - Update all nodes with the correct credentials and API keys for services involved.nn4. **Configure API Endpoints**:n - Ensure chart service URLs are correctly set to interact with the corresponding APIs properly.nn5. **Start Interaction**:n - Message your bot to initiate analysis; specify ticker symbols and desired chart styles as required."},"typeVersion":1},{"id":"85425ad0-4def-42bb-93e6-107102b86de6","name":"Sticky Note12","type":"n8n-nodes-base.stickyNote","position":[-40,20],"parameters":{"color":7,"width":636,"height":577,"content":"![5min Logo](https://res.cloudinary.com/de9jgixzm/image/upload/v1739773200/Skool%20Assets/ejm3hqnvhgwpnu2fv92s.png)n## How to build AI Agent for Technical Analysis with N8Nn**Made by [Mark Shcherbakov](https://www.linkedin.com/in/marklowcoding/) from community [5minAI](https://www.skool.com/5minai)**nnMany traders desire real-time analysis of stock data but lack the technical expertise or tools to perform in-depth analysis. This workflow allows users to easily interact with an AI trading agent through Telegram for seamless stock analysis, chart generation, and technical evaluation, all while eliminating the need for manual interventions.nnThis workflow utilizes n8n to construct an end-to-end automation process for stock analysis through Telegram communication. The setup involves:n- Receiving messages via a Telegram bot.n- Processing audio or text messages for trading queries.n- Transcribing audio using OpenAI API for interpretation.n- Gathering and displaying charts based on user-specified parameters.n- Performing technical analysis on generated charts.n- Sending back the analyzed results through Telegram.nn"},"typeVersion":1}],"pinData":{},"connections":{"Switch":{"main":[[{"node":"Download File","type":"main","index":0}],[{"node":"Set Text","type":"main","index":0}]]},"Webhook":{"main":[[{"node":"Set Text1","type":"main","index":0}]]},"AI Agent":{"main":[[{"node":"Send Analysis","type":"main","index":0}]]},"Set Text":{"main":[[{"node":"AI Agent","type":"main","index":0}]]},"Get Chart":{"ai_tool":[[{"node":"AI Agent","type":"ai_tool","index":0}]]},"Run Agent":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Set Text1":{"main":[[{"node":"AI Agent","type":"main","index":0}]]},"Get tokens":{"main":[[{"node":"Loop Over Items","type":"main","index":0}]]},"Send Chart":{"main":[[{"node":"response","type":"main","index":0}]]},"Set Values":{"main":[[{"node":"Get Chart URL","type":"main","index":0}]]},"Transcribe":{"main":[[{"node":"AI Agent","type":"main","index":0}]]},"Save Ticker":{"ai_tool":[[{"node":"AI Agent","type":"ai_tool","index":0}]]},"Download File":{"main":[[{"node":"Transcribe","type":"main","index":0}]]},"Get Chart URL":{"main":[[{"node":"Download Chart","type":"main","index":0}]]},"Download Chart":{"main":[[{"node":"Technical Analysis","type":"main","index":0}]]},"Loop Over Items":{"main":[[],[{"node":"Run Agent","type":"main","index":0}]]},"Schedule Trigger":{"main":[[{"node":"Get tokens","type":"main","index":0}]]},"Telegram Trigger":{"main":[[{"node":"Switch","type":"main","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"AI Agent","type":"ai_languageModel","index":0}]]},"Technical Analysis":{"main":[[{"node":"Send Chart","type":"main","index":0}]]},"Window Buffer Memory":{"ai_memory":[[{"node":"AI Agent","type":"ai_memory","index":0}]]},"Workflow Input Trigger":{"main":[[{"node":"Set Values","type":"main","index":0}]]}}}
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  • ChatGPT
  • DallE
  • whisper
  • audio
  • transcribe
  • tts
  • assistant
Planeta AI 2025 
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