Need a langchain/llamaindex RAG architecture for industry grade chat with PDF application using GPT-4 API -- 3

$150-151 USD

Closed

Posted

8 months ago

$150-151 USD

Paid on delivery

I am looking for a skilled developer to design and implement a langchain/llamaindex RAG architecture and incorporate GPT index, Langsmith, and GPT cache for an industry-grade chat application. The application should integrate a PDF feature and have capabilities for document source lines extraction using llamaindex hierarchical node parser and indexing (tree index or document summary index). Design and Functional Requirements: Specific design and functional requirements are in place for the chat application. The developer should employ the retriever trained with generative pseudo labeling for domain adaptation (haystack) and be adept at deploying on Azure, offering streaming output. Knowledge base integration is vital, and suggestions for improvement are always welcome. Timeline: The project should be completed within 1 week. Skills and Experience: Strong proficiency in Python programming. Experience with creating chat applications. Familiarity with langchain/llamaindex RAG architecture and related technologies such as Langsmith and GPT cache. Knowledge of integrating PDF features into applications and using llamaindex for document parsing and indexing. If you possess the necessary skills and can adhere to the timeline, please submit your proposal.

Python

Azure

Machine Learning (ML)

ChatGPT

Chatbot

Project ID: 37187850

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3 proposals

Remote project

Active 7 mos ago

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3 freelancers are bidding on average $267 USD for this job

@sonus21

Hello Sharan! I hope you're well. I'm a senior Python developer with specializing in python app and web development. I've delivered more than 100 projects over time with 5* rating. Here are some of my skills necessary for this task. ➢ Python: Deep understanding of Python and libraries like Pandas, Numpy, Scipy, Plotly, scikit, re, poetry etc ➢ Frameworks: FastAPI, Flask, Django, Jinja and Mako ➢ Databases: MySQL, Redis, DynamoDB, Postgres, Oracle, MongoDB ➢ Async Communications: CQRS, Kafka, Redis, Celery, RabbitMQ, MQTT ➢ Source Code Management: Git, GitLab, Bit-bucket, SVN ➢ Project Management: Jira, Bugzilla, Trello & Asana ➢ Web Servers: Apache Tomcat, Apache Http, Nginx ➢ CI/CD: Jenkins, CircleCI, GoCD, ArgoCD ➢ Cloud Providers: AWS, GCP and Azure ➢ Containerisation: Docker, Kubernetes Best, Sonu

$151 USD in 7 days

4.9

(54 reviews)

6.2

@rochaksharma7

Hello, my name is Rochak and I am a Python Developer with 8 years of experience. I have worked on many projects related to web scraping, web automation, and coding useful scripts. I have a strong proficiency in Python programming and I am able to provide the necessary services needed for your project. I am confident that I can provide the best solution for your needs with my expertise in langchain/llamaindex RAG architecture and related technologies such as Langsmith and GPT cache. My commitment to timelines and full-time availability make me an ideal choice for this project. Please feel free to contact me if you would like more information or if you would like me to send you some of my previous work for consideration.

$500 USD in 17 days

5.0

(38 reviews)

4.9

@Alaricsoft

Hi there! I'm Muhammad, a Python expert with strong proficiency in the language. I am confident that I can provide the best solution for your project - an industry-grade chat application with capabilities for document source lines extraction using llamaindex hierarchical node parser and indexing (tree index or document summary index). I am well-versed in langchain/llamaindex RAG architecture and related technologies such as Langsmith and GPT cache. This knowledge enables me to design and implement a robust architecture that meets all of your specific requirements for the chat application such as knowledge base integration and improvement suggestions if necessary. Additionally, I have experience in deploying on Azure and offering streaming output so we can complete the project within one week.

$151 USD in 7 days