RAG Retrieval Chatbot (Hiring New Dev)
Budget: $750 – $1,500 USD
We are building a data retrieval AI chat bot for our company. The bot’s sole job is information retrieval.
Our current developer has a full time job now so he will leave our project in few days. Therefore we are in need of a new ai developer who understands our project perfectly and capable to complete the project as soon as possible.
Please bid then we will discuss in chat and I will send full clear (Readme and Docs) for your understanding. Also our current dev will be with us to answer any questions.
Here is the workflow I have in mind:
• Ingestion: upload batches of PDFs, DOCX files, or plain-text notes.
• Indexing: embed the content, store vectors.
• Conversation: user’s query → embeddings → relevant chunks → GPT-style generative answer with citations.
Acceptance criteria
1. Accurate retrieval on a test corpus I provide (≥ 85 % hit rate in top-3 chunks).
2. Responses include source citations and gracefully handle out-of-scope questions.
3. End-to-end deployment script (Docker or Terraform) and clear setup docs.
Our current developer has a full time job now so he will leave our project in few days. Therefore we are in need of a new ai developer who understands our project perfectly and capable to complete the project as soon as possible.
Please bid then we will discuss in chat and I will send full clear (Readme and Docs) for your understanding. Also our current dev will be with us to answer any questions.
Here is the workflow I have in mind:
• Ingestion: upload batches of PDFs, DOCX files, or plain-text notes.
• Indexing: embed the content, store vectors.
• Conversation: user’s query → embeddings → relevant chunks → GPT-style generative answer with citations.
Acceptance criteria
1. Accurate retrieval on a test corpus I provide (≥ 85 % hit rate in top-3 chunks).
2. Responses include source citations and gracefully handle out-of-scope questions.
3. End-to-end deployment script (Docker or Terraform) and clear setup docs.