Data Querying Expert for Search Agent

€250-750 EUR

Completed

Posted 7 months ago

€250-750 EUR

Paid on delivery

Looking for someone with hands-on experience in RAG and LLM-based data querying We are building an LLM-based search agent to find suitable speakers for an event from a database of 700 speakers. Each speaker has a rate (costs to book this speaker), a ranking (how popular this speaker is), a category, a sub-category, keywords, a vita (html text about the speaker's life) and references (html text with previous bookings and feedback from other clients who booked this speaker). Rate and ranking are integer values, category, sub-category and keywords are categorical while vita and references are unstructured text fields. The bot should be able to combine classic filtering querys (like "give me all speakers with a budget between 10.000 and 12.000€", "all speakers below 5000€" etc) with partly semantic querys ("speakers whose category would match xyz") and fully semantic querys ("speakers who won a world cup", "speakers who worked in finance industry before" etc., this is information that is usually only given in the vita or references text field). A possible example could be the following query: "Give me all speakers with a budget below 6000€ that can hold a talk about motivation and leadership, that worked in a big tech company" (The budget part is classic filtering, while the remaining part is partly- / fully semantic search. Results should be ordered by rank, returning the speaker with the highest rank first. The bot should also be able to briefly summarize the unstructured fields for the returned speakers and answer questions based on information given in the unstructured fields. We would like to test the bot in a local environment (like just a jupyter notebook or a streamlit application), but it should be possible to transfer the bot to a web-based interface. Possible technologies/framework could be: - OpenAI API - Google Cloud Platform / BigQuery / Vertex AI - ElasticSearch - langchain If you know another tech stack that can solve this problem you can use it as well, of course! When you apply to this job, briefly outline what tech stack you would use and why and give us a short summary of existing projects you worked on that might be relevant or similar to this project

Python

LLM Prompt Engineering

LangChain

Elasticsearch

OpenAI

Project ID: 38322664

About the project

39 proposals

Remote project

Active 7 mos ago

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Awarded to:

@vasudharao9

As a seasoned data scientist and web developer, I have the perfect combination of skills and experience to tackle your search agent project. I'm well-versed in relevant technologies such as GPT3, T5 and other large language models (LLM's) like Langchain, Prompt Engineering and Language Modeling that will be crucial for building an LLM-based search agent. Additionally, my proficiency in ElasticSearch and Text Analytics gives me an edge when it comes to querying and summarizing unstructured fields - a core requirement of your project. With my deep understanding of Python, I can effectively leverage the OpenAI API, Google Cloud Platform/BigQuery/Vertex AI, langchain and other useful tech stacks mentioned. My track record in implementing Recommendation Engines, Ranking Engines and Classification Models complement perfectly with your need for combining classic filtering queries with semantic search elements. Over the years I have developed various successful projects incorporating Time Series Analysis, Classical ML and OCR & Parsing - all vital aspects for your task. My ability to operate within a Micro-Services architecture would also be useful should you wish to transfer the bot to a web-based interface later. By choosing me as your data querying expert, you can rest assured knowing that your project will be in capable hands from someone who understands your needs inside out.

€500 EUR in 7 days

5.0

(10 reviews)

5.4

39 freelancers are bidding on average €536 EUR for this job

@AwaisChaudhry

Hi Good afternoon , I have read the brief details on your job listing . I see you have been looking for someone experienced with Python, OpenAI, Elasticsearch, LLM Prompt Engineering and LangChain. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais

€750 EUR in 13 days

4.9

(17 reviews)

7.3

@dexterllait

Hello, How are you. I am a senior Data Querying Expert with expertise in Python, Elasticsearch, OpenAI, and langchain for designing intelligent search systems. I have substantial experience in interpretive querying and LLM Prompt engineering that could be vital in building the search agent for a speaker database. - My experience with NLP and AI systems would assist in incorporating rich semantic search capabilities. - Proficient in Elasticsearch, I can efficiently implement classical filtering. - Skilled in Python, I can add value by architecting the framework and performing data preprocessing. - I have developed similar multi-faceted search modules in past projects, ensuring optimized, rank-based outputs. Endeavoring to build a robust and functional search agent to your satisfaction. Regards Dexter

€500 EUR in 7 days

5.0

(11 reviews)

6.9

@schoudhary1553

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep

€500 EUR in 7 days

4.9

(106 reviews)

7.1

@saubhagyamweb

Hello Victor, As an experienced IT expert specializing in Python, Elasticsearch, and AI technologies like OpenAI and LangChain, I can assist in building your LLM-based search agent for speaker selection. Leveraging Elasticsearch for robust querying capabilities and Python for backend development, I propose a scalable solution integrated with OpenAI for semantic queries. My previous projects include similar applications involving data querying and AI integration, ensuring efficient handling of unstructured data fields like vita and references. I am adept at setting up environments ranging from Jupyter notebooks to web-based interfaces, making your bot adaptable and scalable for future needs. I look forward to discussing how my expertise aligns with your project goals. Please note that this is a placeholder proposal, we can be more specific once we get all the requirements and information required to execute the project. Best regards, Virang Patel

€750 EUR in 7 days

4.9

(35 reviews)

6.6

@ahmadayaz

With over a decade of experience handling challenging projects, I have successfully delivered over a thousand projects in Full Stack Development, WordPress, Mobile App Design, and more. I am dedicated to delivering high-quality work and support to build long-term relationships. For the LLM-based search agent project, I would need more details on the desired functionalities and the structure of the database. A technology stack using OpenAI API, Google Cloud Platform, ElasticSearch, and langchain could form a robust solution. The estimated timeline for the initial development phase is 4-6 weeks, with an additional 2-3 weeks for the web-based interface. Compensation will be based on a milestone-based payment structure. Let's work closely together to bring this innovative search agent to life and streamline your speaker selection process.

€675 EUR in 5 days

5.0

(4 reviews)

6.3

@AITSoft

Hi, How are you? I just saw your job posting and I felt that I can help you with this job considering the experience I have with OpenAI, Elasticsearch, LLM Prompt Engineering, Python and LangChain. Please check my portfolio: https://www.freelancer.com/u/AITSoft Regards, Shamshad

€750 EUR in 24 days

5.0

(32 reviews)

5.4

@intelliresponse

With an extensive background in Python, C, and majoring in database management, automation, and web-scraping, I believe I'm the perfect fit for your project. Previously, I've worked on several projects in regards to Speech/Audio processing and Computer Vision fields which provided me with a strong understanding of the intricate processes involved in Model building, NLP and Deep Learning among others. Clearly, your project touches upon all the skills that I hold dear and have successfully tackled before. For instance, the LLM-based searching model is similar to an NLP architecture I developed using OpenAI API that was able to perfectly handle both structured and unstructured queries. In addition to that, being well-versed in other complimentary technologies like Google Cloud Platform / BigQuery / Vertex AI, ElasticSearch, as well as langchain makes sure that I'll be efficient in commissioning our solution should you choose these options. Lastly, my approach to projects is always twofold: first ensuring that my clients' expectations are met by producing a technically sound product within reasonable time frames; secondly offering practical support and solving arising issues even beyond project completion. With such driven commitment to my work combined with the skills explicitly tailored to your projejct's needs makes me best candidate for the job.

€250 EUR in 4 days

4.9

(12 reviews)

5.5

@ashrafsbai6655

Greetings, after reviewing your requirements, I can assure you that I possess adequate experience in Python programming ,Rag with llama langchain or openai . I am confident that I can complete the task within the next few hours. Please initiate a chat with me so that I can commence work promptly.

€400 EUR in 1 day

4.9

(37 reviews)

5.6

@devendrathakur12

With 10 years of experience in AI and data querying, I have built advanced search systems using OpenAI, ElasticSearch, and langchain. Recently, I developed a search tool for a large database, combining classic and semantic queries. My expertise ensures an effective LLM-based search agent for your speakers, providing accurate and insightful results.

€700 EUR in 4 days

5.0

(22 reviews)

5.5

@ricardo686

Drawing from my extensive experience as a Senior Full Stack and Blockchain Developer, I am confident that I am the perfect fit for your project. Tasked with building similar search agents in the past, I have acquired hands-on experience in data querying- one of your main requirements. My knowledge of tools like OpenAI API, Google Cloud Platform and ElasticSearch, guarantee that you'll get expertly crafted solutions tailored to your needs. Additionally, my proficiency in Python can help leverage the project's overall efficiency and performance. My competency in implementing both classic filtering and semantic querying into the bot offers a unique edge. You can rely on me to create a meticulous organizational system that makes full use of categorical, unstructured, and integer fields yielding more specific search results.

€500 EUR in 7 days

5.0

(6 reviews)

5.3

@aqibnasim

Hi Victor D., Your job post 'Data Querying Expert for Search Agent' grabbed my attention instantly because it perfectly matches the skill set I work on. Having read the requirements carefully, I am sure I can complete your project very nicely. I have very good experience in your mentioned skills Python, Elasticsearch, OpenAI, LangChain, LLM Prompt Engineering & it makes me 100% confident to deliver you perfect results. Please connect in inbox to discuss more about your interesting project. I'll be available according to Germany's timezone. Best regards Aqib Nasim

€750 EUR in 14 days

5.0

(1 review)

5.0

@FaizalShaik80

I have hands-on experience in RAG and LLM-based data querying and can build an LLM-based search agent using OpenAI API combined with ElasticSearch for efficient classic and semantic queries. I have worked on similar projects involving natural language processing and data querying, including building a recommendation system for speakers using unstructured data fields. The tech stack choice ensures robust performance and flexibility in handling both structured and unstructured data. I am confident in delivering a solution that meets your requirements and can be easily transferred to a web-based interface.

€500 EUR in 7 days

5.0

(8 reviews)

5.1

@softsolution2000

Hi there I have hands-on experience in RAG and LLM-based data querying and would be the perfect fit for building the LLM-based search agent for finding suitable speakers for your event. I propose using Google Cloud Platform with BigQuery and Vertex AI for their robust infrastructure and machine learning capabilities. I have previously worked on projects involving semantic search and natural language processing, making me well-equipped for this task. My experience includes developing AI-based recommendation systems and search engines, which align well with the requirements of this project. I look forward to discussing my approach further with you. I can provide links to similar works from my portfolio. Please go through my profile its 15 years old see the work I did over the years. ---> No Win No Fee means that your satisfaction is my utmost priority. <---- Lets discuss the job details. Moreover, I am willing to start the job and perform tasks without even being hired; it is just to show my commitment to this project. Looking forward to hear from you. Regards Shah

€488 EUR in 7 days

4.8

(4 reviews)

4.8

@asif5955iqbal

Great Project. have you collected the data for speakers already? or we also have to collect it. i will be using python3, google colab (jupyter notebook) and django for user interface. i have worked on LLM based projects with such type of queries. Lets have a google meet to discuss about speakers data. why i am biding with low budget? i am new on this account and want to rank it by completing 5 projects with 5 stars. I am senior python developer having 6 years of experience. i have experience of making bots, deep learning and machine learning projects. I have done many such projects check me out on "Y*o*u*T*u*B*e" with name AI SOFT. you can call me for video interview to make sure that your time will not be wasted.

€450 EUR in 30 days

5.0

(4 reviews)

4.0

@dataspro

Nice to meet you victorIMP, It is a pleasure to communicate with you. My name is Anthony Muñoz, I am the lead engineer for DSPro IT agency and I would like to offer you my professional services. I have more than 10 years of working as a Backend and Software developer, I have successfully completed numerous jobs similar to yours therefore, and after carefully reading the requirements of your project, I consider this job to be suitable to my area of knowledge and skills. I would love to work together to make this project a reality. I greatly appreciate the time provided and I remain pending for any questions or comments. Feel free to contact me. Greetings

€1,046 EUR in 7 days

5.0

(1 review)

3.8

@darko53

Project Bid: Darko Banovic here. I propose implementing the LLM-based search agent for VictorIMP using a tech stack combining OpenAI API for semantic querying, Google Cloud Platform for data management, and ElasticSearch for efficient search operations. My relevant experience includes developing AI-powered search agents and data querying systems that align closely with your project requirements. Let's build a dynamic and intuitive system together.

€450 EUR in 5 days

5.0

(2 reviews)

2.4

@Bilalguls

My name is Muhammad Bilal and I believe I'm the perfect fit for this project. With over 4 years of experience in programming and Professional Certifications in Networking, IT Support, and Machine Learning, I have all the skills needed to build a powerful LLM-based search agent. I am well-versed in LLM Prompt Engineering and OpenAI which aligns perfectly with the requirements of this project. Moreover, my expertise in Python will be invaluable for working with data querying using RAG technique, and ensuring all the query types mentioned are appropriately translated into code. In addition to these preferred technologies (OpenAI, GCP/BigQuery/Vertex AI, ElasticSearch & langchain) I have also worked with other impactful tech stacks such as Flask and Django that can equally deal with complexity of your project requirements. To summarize my potential contributions, I recently used LLM Prompt Engineering combined with Python's natural language processing power to create an intelligent text summarization API. My past experience aligns remarkably well with your requirements - highly customizable search filtering query system based on multiple attributes. I'm confident I can provide a local environment demonstration on Jupyter Notebook or Streamlit application while, if needed, transferring it successfully to a web-based interface for wide deployments. Let me help bring your visionary project to life!

€400 EUR in 7 days

5.0

(3 reviews)

2.0

@lasvegasphere

Hi Dear. I will take this project very seriously. With extensive experience in LangChain, LLM Prompt Engineering, Elasticsearch, Python and OpenAI, I understand exactly what you want and am confident that I can handle this project perfectly. I guarantee my clients the highest quality, accurate schedules, and strong problem-solving skills. I look forward to holding hands and creating a wonderful journey. Let's connect! Cheers!

€555 EUR in 5 days

0.0

(0 reviews)

0.0

@point2solutions

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Python, Elasticsearch, OpenAI, LangChain, LLM Prompt Engineering Please come over chat and discuss your requirement in a detailed way. Thank You

€500 EUR in 7 days

2.0

(1 review)

0.0

@tristanm4

Hey there, Happy to help you here. I’ve carefully checked your requirements and really interested in Data Querying Expert for Search Agent. I am confident for your project because I have skills of LangChain, Python, OpenAI, Elasticsearch and LLM Prompt Engineering. Looking forward to hearing you back and discussing all details. Sincerely, Tristan.

€500 EUR in 3 days