You will get A AI assistant on your documents - RAG Pipeline with LLM

Project details
Are your documents sitting unused while your team wastes time
searching for information? I build custom AI assistants that let
you query your own documents in natural language no more manual searching.
What I deliver:
STARTER $200
AI assistant on your documents (up to 50). Open source embeddings
no embedding API key needed. LLM API key required (OpenAI, Groq, Anthropic, Mistral).
FastAPI query endpoint. Fully dockerized.
STANDARD $350
Everything in Basic + chat interface (up to 200 docs). Add your
own documents anytime via the upload feature. LLM provider adapted
to your needs (OpenAI, Groq, Anthropic, Mistral).
ADVANCED $550
Everything in Standard + deployed live on your own domain (up to
500 docs). You provide a VPS and domain I handle
deployment and HTTPS. Ready to use on delivery day.
Who I am:
I deploy AI solutions in production at Simaero, world leader in
flight simulation. Previously 2 years as Data Analyst at
Crédit Agricole Group.
Contact me before ordering I'll tell you honestly which
package fits your needs.
searching for information? I build custom AI assistants that let
you query your own documents in natural language no more manual searching.
What I deliver:
STARTER $200
AI assistant on your documents (up to 50). Open source embeddings
no embedding API key needed. LLM API key required (OpenAI, Groq, Anthropic, Mistral).
FastAPI query endpoint. Fully dockerized.
STANDARD $350
Everything in Basic + chat interface (up to 200 docs). Add your
own documents anytime via the upload feature. LLM provider adapted
to your needs (OpenAI, Groq, Anthropic, Mistral).
ADVANCED $550
Everything in Standard + deployed live on your own domain (up to
500 docs). You provide a VPS and domain I handle
deployment and HTTPS. Ready to use on delivery day.
Who I am:
I deploy AI solutions in production at Simaero, world leader in
flight simulation. Previously 2 years as Data Analyst at
Crédit Agricole Group.
Contact me before ordering I'll tell you honestly which
package fits your needs.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Tools
Hugging Face, PyTorch, Streamlit, TensorFlowAI Models
ChatGPT, LLaMAWhat's included
| Service Tiers |
Starter
$200
|
Standard
$350
|
Advanced
$550
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | ||
Model Documentation | - | ||
Model Monitoring | - | - | |
Model Testing & Optimization | - | ||
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$50 - $100
Additional Revision
+$30
Consultation Call
+$50Frequently asked questions
About Lucien
AI Developer - RAG Pipelines, LLM Integration & Workflow Automation
Vaucresson, France - 4:42 am local time
and workflow automation with n8n. I build production-ready AI
solutions that your team can use on delivery day not just scripts.
Currently working at Simaero (world leader in flight simulation
training), where I deploy AI solutions in production: a RAG-based
AI assistant on technical simulator documentation, and automated
HR and recruitment workflows using n8n and LLM.
Previously 2 years as Data Analyst at Crédit Agricole Group
Infrastructure Platform one of France's largest banking groups
where I worked on SQL data extraction, Power BI reporting, and
data product development in collaboration with IT teams.
What I deliver:
RAG PIPELINES
I build complete document AI assistants on your data (PDF, XML,
CSV, Word). Open source embeddings (free) or OpenAI embeddings
for higher accuracy. LLM provider adapted to your data privacy
requirements (Groq, OpenAI, Anthropic, Mistral). Delivered
dockerized with FastAPI backend, Chainlit chat interface, and
optional deployment on your own domain with HTTPS.
N8N WORKFLOW AUTOMATION
I automate your business processes with n8n with or without AI.
From simple linear automations (email routing, Slack alerts, data
syncing) to complex AI-powered pipelines (email categorization,
CV scoring, recruitment pipelines, onboarding workflows).
Supports n8n Cloud and self-hosted Docker deployments.
MY APPROACH
Short missions (3 to 10 days), clearly defined scope, documented
deliverable. I contact you before starting to confirm requirements
and ensure the project fits the agreed package. Everything is
delivered with commented source code and documentation.
Feel free to message me to discuss your project before hiring.
Steps for completing your project
After purchasing the project, send requirements so Lucien can start the project.
Delivery time starts when Lucien receives requirements from you.
Lucien works on your project following the steps below.
Revisions may occur after the delivery date.
Data processing
Parsing, chunking and embedding of your documents.
Pipeline development
RAG retrieval, LLM generation and FastAPI endpoint.

