I will build a custom ai chatbot with rag, langchain, and llms


About this gig
Looking for an AI powered chatbot that replies to your documents or website or just to basic questions?
Business knowledge, Customer support, Research, Education, Internal use, I develop custom RAG chatbots for various purposes. The system is able to extract information from your data and provide clear answers providing sources for each.
What I can include:
Support for ingestion of PDF, DOCX, TXT and web page.
LangChain-based RAG pipeline
OpenAI, Gemini, Hugging Face, Llama or Ollama models
Vector database integration support.
Cite the source and record in a conversation memory
FastAPI backend and Dockerized setup.
Reranking, authentication & cloud deployment
Properly clean up source code and documentation.
Packages:
Basic: Small RAG Proof of Concept
Standard: Custom RAG chatbot, ingest documents or WebPages, access API
Goal: Deploy scalable RAG pipeline to owned platform
Before ordering:
Please reach out to me with the type of file(s) you are looking for or website URL, as well as number of pages and your preferred AI model, integrations, and deployment platform. For OCR of scanned files paid APIs or hosting may be needed and will be requested and paid separately.
Get to know Anjum Zahid
AI and ML Engineer
- FromPakistan
- Member sinceJan 2023
- Avg. response time1 hour
- Last delivery1 week
Languages
Urdu, English, German, Spanish
My Portfolio
FAQ
1. What do you need from me before starting?
Please provide sample documents or website URLs, your chatbot’s purpose, preferred AI model, required integrations, and deployment platform.
2. Which data sources do you support?
I support text-based PDF, DOCX and TXT files, along with publicly accessible web pages. Restricted or dynamic websites require review first.
3. Can the RAG system handle hundreds of documents?
If needed, larger document collections can be supported based on review. There is a limit on the number of documents that can be included in each package. Before ordering please message me to confirm setup, time and any extra charge.
4. Which AI models can you integrate?
I can work with OpenAI, Gemini, Hugging Face, Meta Llama and Ollama. We can select a model based on your accuracy, privacy and budget requirements.
5. Are API, hosting and cloud costs included?
No. LLM API usage, cloud hosting, vector database subscriptions and other paid services are paid directly by the client.
6. Do you provide deployment?
Deployment to one client-owned platform is included in Premium. It can also be purchased as an extra with another package.
7. Can you process scanned PDFs?
Yes, but scanned or image-based PDFs require OCR. OCR can be added as an extra after checking the file quality and page count.
8. Will I receive the source code?
Yes. You will receive the source code for all features included in the selected package, along with the applicable setup instructions.
9. Can you build a private RAG system?
Yes. I can use local models through Ollama or deploy within your own environment. Please discuss any security or compliance requirements before ordering.
10. What is included in a revision?
A revision covers fixes or reasonable adjustments within the original requirements. New features, integrations or data sources require an extra or custom offer.
1 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
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H 
halinato

United States
Great experience! The RAG application was successfully executed on my uploaded document and I could ask questions and get answers. I got good direction through set up and testing from the developer. I was very happy with the assistance provided along the way. Highly recommended!
$50
Price
3 days
Duration
A 
Seller's Response
Helpful?
1 reviews for this Gig
| (1) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
H 
halinato

United States
Great experience! The RAG application was successfully executed on my uploaded document and I could ask questions and get answers. I got good direction through set up and testing from the developer. I was very happy with the assistance provided along the way. Highly recommended!
$50
Price
3 days
Duration
A 
Seller's Response
Helpful?

