You will get AI Knowledge Assistant - Your Docs Instant Answers via Chat
Rising Talent
Project details
Your team wastes hours searching through internal docs,
SOPs, policies, and knowledge bases for answers. I will
build an AI assistant that answers instantly from your
own documents.
What you get:
• AI assistant trained on your private company documents
• Accurate answers with source references, no hallucination
• Guardrails so the AI stays on-topic and predictable
• Slack or web app integration so your team can use it
immediately
• Dockerized deployment you own and control
I recently built a production RAG assistant that answers
from private docs with consistent results. Full pipeline:
document ingestion, intelligent chunking, embeddings,
retrieval tuning, and evaluation testing so updates do
not break behavior. Plugs into Slack and web apps via API.
Stack: Python, FastAPI, LangChain, Pinecone, OpenAI API.
Send me a message with what docs you want the assistant
to answer from and I will confirm scope. Delivery includes
source code, documentation, and a walkthrough call.
SOPs, policies, and knowledge bases for answers. I will
build an AI assistant that answers instantly from your
own documents.
What you get:
• AI assistant trained on your private company documents
• Accurate answers with source references, no hallucination
• Guardrails so the AI stays on-topic and predictable
• Slack or web app integration so your team can use it
immediately
• Dockerized deployment you own and control
I recently built a production RAG assistant that answers
from private docs with consistent results. Full pipeline:
document ingestion, intelligent chunking, embeddings,
retrieval tuning, and evaluation testing so updates do
not break behavior. Plugs into Slack and web apps via API.
Stack: Python, FastAPI, LangChain, Pinecone, OpenAI API.
Send me a message with what docs you want the assistant
to answer from and I will confirm scope. Delivery includes
source code, documentation, and a walkthrough call.
AI Development Type
Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
PyTorch, SonnetAI Development Language
PythonWhat's included $2,000
These options are included with the project scope.
$2,000
- Delivery Time 7 days
- Number of Revisions 2
- AI Model Integration
- Detailed Code Comments
- Model Documentation
- Source Code
Frequently asked questions
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GA
Gayathri Devi A.
Jun 1, 2026
Multi-Agent System to Consolidate Product Signal Across Gong, GitHub, Zendesk, Slack, G2
Working with Anshul was excellent. He shipped a production-grade multi-agent system across Gong, GitHub, Zendesk, Slack, and G2, with sharp thinking on architecture and entity resolution at our scale. Communication was responsive, milestones hit on time, code clean and well-documented. Genuinely collaborative and already planning v2 with them. Highly recommend
ZI
Zafar I.
Apr 15, 2026
Senior RAG Engineer — Production Knowledge Assistant (Azure, Enterprise B2B SaaS)
Anshul delivered a high-quality production RAG system using Azure OpenAI and Azure AI Search. He handled the setup seamlessly, ensured accurate responses, and built a reliable system ready for real users. Great attention to detail, clear communication, and very professional throughout. Would highly recommend and work with him again.
About Anshul
AI Agent Development | AI Automation Expert | 70x Less Manual Work
100%
Job Success
Mississauga, Canada - 6:26 pm local time
My goal is simple: deliver an AI Agent that connects with your tools, follows your workflow, and gets work done. That can mean lead qualification, support, follow-ups, research, CRM updates, reporting, internal operations, or task routing. If it is repetitive and slowing your team down, I can automate it.
Most clients reach out after they have already tried an AI Chatbot, an AI Bot, or some random automation and hit the same problems: weak replies, no logic, broken handoffs, no tool access, and no real business outcome.
That’s where I come in.
𝙁𝙤𝙪𝙣𝙙𝙚𝙧𝙨 𝙖𝙣𝙙 𝙩𝙚𝙖𝙢𝙨 𝙝𝙞𝙧𝙚 𝙢𝙚 𝙛𝙤𝙧 𝙥𝙧𝙤𝙟𝙚𝙘𝙩𝙨 𝙡𝙞𝙠𝙚:
𝟭. AI Agent Development for support, sales, operations, and internal workflows
𝟮. Fixing an AI Chatbot or AI Bot that sounds smart but does not complete real tasks
𝟯. AI Implementation inside CRMs, help desks, Slack, email, Notion, and other business tools
𝟰. AI Development for agents that can read data, use tools, make decisions, and take action
𝟱. Building an AI Platform that gives your team one clean place to run AI workflows
𝟲. AI Consulting to map the right workflow before building the wrong thing
𝟳. Automation that removes manual follow-up, data entry, copy-paste work, and repetitive admin
𝟴. AI integration with APIs and tools so the agent fits your current stack instead of forcing a new one
𝙒𝙝𝙖𝙩 𝙄 𝘼𝙘𝙩𝙪𝙖𝙡𝙡𝙮 𝘿𝙤:
𝟭. AI Agent Development: I build AI agents that do real work, not just answer questions. Your agent can follow logic, use tools, and move tasks forward.
𝟮. AI Chatbot + AI Bot Builds: I build AI Chatbot and AI Bot systems for customer support, internal teams, lead handling, onboarding, and daily operations.
𝟯. AI Implementation: I handle AI Implementation from idea to delivery, so the system fits your workflow, team, and business goals.
𝟰. AI Development: From planning to shipping, I do the AI Development needed to turn an idea into a working product.
𝟱. AI Platform Setup: Need a central AI Platform for your team or users? I can structure it properly so it is clean, scalable, and useful.
𝟲. AI Integration: I connect your agent with APIs, tools, databases, CRMs, docs, and communication platforms, so the automation actually works.
𝟳. AI Consulting: If you are not sure what should be automated first, I can break down the best use case, workflow, and delivery plan.
Best fit for me: Founders, agencies, SaaS teams, service businesses, operations-heavy teams, and anyone losing time on repetitive work.
If you need an AI agent that works properly, send me a message. The best way to start is with a short intro call.
Steps for completing your project
After purchasing the project, send requirements so Anshul can start the project.
Delivery time starts when Anshul receives requirements from you.
Anshul works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery Call
discovery call first.