Chat-Based Google Sheet Search

@ShekharTyagi345

Hi Kishore, with 9 years of experience, I am the best fit for this project. I have the relevant skills to create an n8n workflow that meets your requirements. How I will be completing this project: I will create an n8n workflow that allows a user to input a plain-English request, parse it using NLP, filter a Google Sheet, and provide a concise text summary without exceeding OpenAI's token limits. What tech stack I will be following: I will use n8n for workflow automation, natural language processing for query handling, and Google Sheets API for data retrieval. I will also ensure built-in throttling to prevent token limit breaches. I have worked on similar solutions in the past, ensuring efficient data processing and minimal token usage. By following a structured approach and leveraging my expertise, I will deliver the following: - Complete n8n workflow file with clear node names - Inline code steps for query interpretation and Sheets API calls - Throttling mechanisms for rate-limit control To ensure acceptance criteria are met, I will focus on optimizing token usage and processing speed, keeping all operations within n8n without external dependencies. With my experience and expertise, I am confident in delivering a high-quality solution that meets your expectations and requirements. Let's discuss further details and kickstart this project.

@namitajain118

Hi Kishore, With 9 years of experience, I am the best fit for this project requirement. I have the relevant skills and expertise to deliver a high-quality n8n workflow that meets your expectations. How I will be completing this project: I will create a trigger using n8n for chat or webhook integration. The natural-language prompt will be parsed using NLP and filtered through Google Sheets. I will ensure that only the relevant rows are pulled and a clean summary is returned to the chat thread. Built-in throttling or chunking will be implemented to prevent breaching OpenAI TPM/RPM limits. What tech stack I will be following: I will be using n8n for workflow automation, integrating natural language processing for query interpretation, Sheets API for data retrieval, and inline code steps for handling the query processing and summarizing. Everything will be contained within n8n without the need for external packages. I have worked on similar solutions in the past and will provide you with a complete n8n workflow file (.json) with clearly named nodes. Additionally, a brief README will be included to cover environment variables, Sheet reconnection, and rate-limit values. To ensure the acceptance criteria are met, I will focus on keeping token usage low and maintaining speed for optimal performance. This will guarantee accurate information retrieval within 5 seconds and the ability to run multiple queries without any TPM errors.

@jayrabie

I am a perfect fit for your project, understanding your need for a clean, professional, and user-friendly n8n workflow that integrates seamless NLP parsing, Google Sheets filtering, and automated token-aware batching to avoid LLM rate limits. I offer expertise in n8n automation, API integration, and natural language processing. While I am new to freelancer, I have tons of experience and have done other projects off site delivering efficient, integrated workflows that prioritize speed and reliability. I would love to chat more about your project! Regards, Jay-Linn Rabie

@GrafoSoftware1

Hi Kishore, With 8 years of experience in software development, I am confident that I am the best fit for this project. I have the relevant skills and expertise to meet your requirements. How I will be completing this project: I will create an n8n workflow that allows a user to input a plain-English request, which will be parsed using NLP and filtered through Google Sheets to provide a concise text summary. The workflow will include rate-safety measures to ensure compliance with OpenAI's TPM/RPM limits. What tech stack I will be following: I will use n8n for workflow automation, natural language processing for query handling, Google Sheets API for data retrieval, and built-in code steps for query interpretation and summarization. I will ensure that all processing remains within n8n without the need for external packages or servers. I have worked on similar solutions in the past, guaranteeing that the deliverables will meet your expectations: 1. Complete n8n workflow file (.json) with clearly named nodes 2. Built-in code steps for query interpretation, Sheets API calls, and rate-limit handling 3. Detailed README for environment variables, Sheet reconnection, and rate-limit updates To keep token usage low and maintain speed, I will implement throttling or chunking mechanisms within the workflow. This will ensure that the workflow runs smoothly without breaching any TPM/RPM limits set by OpenAI. I am looking forward to wor