I will evaluate your rag or llm for hallucinations and accuracy
QA Automation Automation Tester Playwright Framework
Über diesen Service
I will evaluate your RAG chatbot or LLM for hallucinations, answer accuracy, grounding, citation quality, and response relevance.
If your AI assistant gives incorrect answers, invents information, or fails to use your knowledge base properly, I will identify the issues before they affect your users. This AI QA service uses realistic user queries, edge cases, unsupported questions, conflicting context, and repeated prompts.
What I evaluate:
- RAG and LLM answer accuracy
- Hallucinations and unsupported claims
- Grounding in source documents
- Citation relevance and source use
- Safe I dont know responses
- Relevance, consistency, and edge-case behavior
What you receive:
- Structured LLM or RAG evaluation report
- Tested questions, responses, and expected behavior
- Clear pass/fail or severity-based findings
- Evidence for each important issue
- Practical recommendations for prompts, retrieval, documents, or response rules
Ideal for RAG chatbots, AI assistants, customer-support bots, internal knowledge bases, and LLM applications.
Please share safe test access, your use case, source documents where applicable, and sample expected answers. Please do Message me before ordering. Thanks!!
Anwendung testen:
Software
Entwicklungstechnologie:
Python
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Andere
Gerät:
PC
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Andere
FAQ
Q: What do you need to start the evaluation?
A: Please provide test access, your use case, relevant source documents, and expected answers if available.
Q: What types of AI applications do you evaluate?
A: I evaluate RAG chatbots, LLM applications, AI assistants, customer-support bots, and internal knowledge-base systems.
Q: What do you check?
A: I check answer accuracy, hallucinations, grounding, citations, relevance, consistency, edge cases, and safe “I don’t know” behavior.
Q: Will you fix the issues you find?
A: This Gig provides evaluation and recommendations. Prompt, code, retrieval, or model fixes are not included unless agreed separately.
Q: Can you evaluate a private application?
A: Yes. Please provide safe test access and never share sensitive personal, customer, financial, or production data.
Q: Can you test an AI agent with tools or APIs?
A: Yes, for response evaluation. Please message me first for complex tool-calling, API actions, or multi-step workflows.
Q: What report will I receive?
A: You will receive tested questions, responses, findings, evidence, issue severity, and practical recommendations.

